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Scooped by Angela Chammas, M.Ed., M.S., CPC
March 30, 2020 6:37 PM
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These 6 Healthcare Cybersecurity Tips Could Save You Thousands

These 6 Healthcare Cybersecurity Tips Could Save You Thousands | AI in Healthcare | Scoop.it

n 2017 alone there were more than 330 data breaches in the US medical and healthcare sector, which exposed 4.93 million patient records.

 

What’s more, data breaches in the healthcare sector are among the most costly with the average breach costing $408 per stolen record. In comparison, the global average of other industries across the world is $148 per record. The medical and healthcare industry in the United States is particularly vulnerable to data breaches. Here are a few reasons why:

    - Healthcare organizations store a high volume of patient records with valuable and private data - A lack of mobile security protocols with the BYOD (Bring Your Own Device) trend makes it easier for hackers to breach a network. - IoT medical devices and other popular technologies in the healthcare industry like multi-cloud IaaS or SaaS environments provide cybercriminals with more opportunities to hack into a network. - The healthcare industry is one of the lowest performing industries when it comes to endpoint security, and the sector as a whole ranks poorly in terms of cybersecurity strength compared to other major industries, making it an easier target for cybercriminals.

     

    Chances are you don’t want to spend $50,000 or more in fines for a HIPAA violation, so it’s more critical than ever for you and your healthcare organization to implement the required cybersecurity protocols to ensure you’re protecting sensitive patient data from cybercriminals and hacks.

     

    Here’s how you can improve your IT security and make sure you’re implementing healthcare security best practices.

    1. Ensure All Employees are Properly Trained

    One of the best ways to prevent the risk of data breaches is to make sure all employees and contractors receive the training they need to meet HIPAA requirements and keep data safe.

    A proper employee training program will include factors such as:

      - Disaster Response - Fire Response (RACE) and Prevention - Workplace Violence Prevention and Response - VIP Security Control - EMTALA (Emergency Medical Treatment and Labor Act) - Command Center Operations - HIPAA Controls and Compliance - Training on The Joint Commission and other Accrediting Bodies - Crime Prevention - Safety Compliance

      What’s more, your training program should go beyond initial training to provide frequent updates to your employees so they can stay on top of the latest trends and threats.

      Download the Free HIPAA Regulation Checklist

      2. Prioritize Real-Time Evaluation and Response

      Want to save your organization thousands of dollars every year? A study by Ponemon Institute discovered that IT teams wasted 425 hours per week trying to solve false negatives and false positives. Healthcare organizations saved an average of $2.1 million yearly by implementing a system where IT teams were able to evaluate security posture in real time, patch all devices for known vulnerabilities, and proactively address emerging threats with data controls and/or patch distribution. This also increases your chances of preventing the risk of an expensive cyber-attack.

      3. Leverage the Power of Automation

      Since many healthcare organizations are decentralized, it can be more difficult to coordinate software patching and updates. To make sure software updates are fast but thorough, leverage the power of automation where possible to eliminate any vulnerabilities a cybercriminal might exploit.

      4. Restrict Access When Needed

      Even though employee training is critical, ensuring that your employees can only access sensitive or critical data on a need-to-know basis is another healthcare security best practice.

       

      All data should be stored in a centralized location that is protected by a role-based access control system. Those with access should only see what they need to do their jobs and once the information is no longer required access should be removed automatically.

       

      Moreover, technologies should be implemented to track and analyze data access as a way to spot suspicious activities.

      5. Have a Disaster Recovery Plan in Place

      To comply with HIPAA Security, you must have a disaster recovery plan in place and ways to recover and maintain ePHI (electronic Protected Health Information) in case of an emergency. That means you should be backing up all files regularly so data restoration can be quick and easy. A good rule of thumb is to back up your data both locally and remotely (ex: on a recovery disc as well as on a cloud-based server) and you should aim to store all backed-up information away from the main system whenever possible.

      6. Encrypt All Data

      Data encryption makes sensitive information unreadable, which makes it much harder for cybercriminals to gain access to that data even if a network is hacked or a mobile device is missing or stolen.

       

      It’s also important to make sure that all data is encrypted not only when it is at rest (being stored) but also when it is in motion (ex: sending an email). This way sensitive information is protected at all times.

       

      Since the healthcare industry is one of the most frequent targets for cybercriminals and one of the most expensive when it comes to addressing a data breach, it’s vital to implement these healthcare security best practices and stay on top of the latest trends in IT security. Help your organization avoid the risk of data breaches and costly fines and give yourself peace of mind knowing that all HIPAA requirements are being met and your patients can trust their sensitive information in your hands.

       

      Following these tips will help keep your healthcare company safe and reduce the risk of expensive cybersecurity threats.

john raph's curator insight, June 6, 2023 9:38 AM

 

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Scooped by Angela Chammas, M.Ed., M.S., CPC
March 30, 2020 6:36 PM
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5 Barriers to Telemedicine Adoption and How to Overcome Them

5 Barriers to Telemedicine Adoption and How to Overcome Them | AI in Healthcare | Scoop.it

Telemedicine is one of the most notable advancements making waves in the digital transformation of healthcare. Telemedicine poses wins for healthcare organizations seeking to improve patient access while controlling costs, as well as healthcare consumers looking for more convenient ways to engage with providers.

 

With 71 percent of providers reporting the use of telehealthand telemedicine tools, it’s clear that the industry is sold on the benefits of virtualized care. Telemedicine market projectionssuggest that the industry will reach roughly $20 billion by 2025.

 

The patient and provider benefits of telemedicine are manifold—including reduced readmissions through remote patient monitoring, reduced costs via virtual access to specialists, and improved patient engagement—but barriers to adoption still linger. Here are five key challenges giving healthcare executives pause when it comes to telemedicine adoption and recommendations on how to successfully navigate those hurdles.

 

1) Understanding what comprises telemedicine. Due to varying state and federal definitions, as well as variance between Medicare, Medicaid, and commercial payer guidelines on what constitutes telemedicine, confusion still exists regarding what services will and won’t be reimbursed. Establishing a keen understanding of what virtual services qualify and how those services are reimbursed for each payer is vital. This will lay the foundation for quantifying the potential revenue impact of adoption.

 

2) Concerns around the cost to implement. Costs associated with telemedicine program adoption can include a myriad of factors, from video conferencing adoption to remote patient monitoring expansion. To mitigate the potential for expense sprawl, executives should identify key, phase-one telemedicine service offerings. Weigh earnings potential against anticipated program implementation and support costs to justify those telemedicine coverage areas.

 

3) Added data vulnerability. With healthcare security breaches on the rise, executive teams remain cautious of any patient data exposure risk. Many view virtual care delivery as an additional layer of potential threat. As with other IT implementations, thorough security protocols and routine audits should be put in place to guard against the real-time exposure of protected health information (PHI).

 

4) Potential for fraud and abuse. Telemedicine agreements can be subject to federal kickback laws, particularly in situations involving referrals for additional services. Providers must remain up-to-date on the regulations governing telemedicine services to ensure regulatory compliance and proper eligibility for reimbursement.

 

5) Patient awareness of and trust in virtual care offerings. Even with the proper broadband and internet resources in place to support patient adoption of telemedicine, providers may encounter patient reluctance to engage virtually. Healthcare organizations must cultivate trust by educating patients on offerings and what they can anticipate during virtual visits. Providers should also address security concerns with patients.

 

To ensure that engagement in telemedicine is a long-term trend as opposed to a short-term fad, healthcare providers will have to address and overcome these challenges. By implementing a telemedicine strategy that addresses these challenges head-on, providers can overcome barriers and rise to meet growing consumer demand for more convenient provider engagement options. As more healthcare organizations pivot to embrace new digital health platforms, telemedicine adoption, specifically, is quickly emerging as a key differentiator in an increasingly competitive landscape.

John Macoviak's curator insight, September 26, 2019 4:08 PM
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6 Communication Tips to Regain Patient Trust After a Medical Record Breach

6 Communication Tips to Regain Patient Trust After a Medical Record Breach | AI in Healthcare | Scoop.it

Even with a perfect cybersecurity strategy and implementation, including performing all required steps to be HIPAA compliant, your medical practice could still be hacked by cybercriminals. 

Doctor’s offices and other businesses who collect private customer information (payment information, addresses, personal health details, and more) to deliver services are regularly targeted by cybercriminals.

 

In the third quarter of 2018, the Protenus Breach Barometer reported 117 health data breaches with 4.4 million patient records compromised.

 

It’s important to note that doctors and other healthcare providers aren’t the only businesses that need to comply with HIPAA regulations. Other businesses that work with protected health information (PHI) must also comply with HIPAA privacy requirements. These include businesses such as billing companies, lawyers, and financial consultation services to mention a few.  Such companies are usually contracted by covered entities and are known as business associates.

 

A critical and often overlooked aspect of a cybersecurity strategy is knowing what to do if you do experience a data breach and, secondly, what you can do to regain the trust of your patients. It is best to be prepared and have a strategy for how you will address the incident. An incident response plan provides the steps a business will take if a hacker successfully penetrates their defense, resulting in a medical records breach. 

 

Beyond the legally required steps that covered entities must take, taking the necessary steps to rebuild trust with customers is an equally important component of recovering from a data breach. 

Trust: A Key Component for Any Successful Business

People do business with companies they trust. A successful data breach of PHI can cause patients to lose trust in your practice. Once trust is lost, customers often will take their business elsewhere. 

A survey by SAP found that “abuse of customer data could cause 80% of consumers to abandon your brand.”

A HIPAA data security breach is a serious matter than can seriously impact any covered entity’s bottom line and longevity.

Report the Breach to Authorities and Explain What Happened to Your Patients

For any covered entity this step is mandatory because it is legally required. For an overview of notification procedures, read How do I report an unsecured Protected Health Information (PHI) Breach?

Any company that experiences a security breach should explain to their customers what happened. This is near-universal advice given for how to handle a breach. Covered entities need to contact affected individuals via First Class Mail or email (if they have permission). 

 

Email is faster and will give affected individuals a better chance to protect themselves from identity theft and other financial harm in a timely manner. 

 

Beyond simply alerting individuals, explaining what happened helps to rebuild trust. Research indicates that honesty and openness is good business. In a study on brand recalls and the effect on customer loyalty by The Relational Capital Group, a link between honesty and continued loyalty was evidenced in two noteworthy findings:

 

    - 91% of consumers agreed that companies make mistakes that lead to product recalls. - 87% agreed with the statement that they are “more likely to purchase and remain loyal to a company or brand that handles a product recall honorably and responsibly, even though they clearly made mistakes that led to a safety or quality problem.

    Have Your Facts Correct

    While it is important to contact your patients quickly, a mistake many companies make is to respond too quickly. Move quickly, but thoroughly to investigate the facts of the matter so that you do not over or under-report the number of affected individuals or other details. 

    Communicate in Plain Language

    The healthcare industry uses a lot of jargon and acronyms. Minimize jargon when explaining the data breach to your patients. All communications must be simple, clear, and concise. 

    Your patients have had their personal information stolen. Now is not the time to use language to “obfuscate” (or in other words, “hide”) what happened and what they should do next. 

    Empathize

    Healthcare communication often lacks personality and is clinical. When delivering post-op instructions to a patient, it is important to impart the information in a direct, non-emotional manner. 

    In a data breach, that is typically not the right approach. Tailor your message for your audience and be sympathetic to the additional aggravation the breach of their personal data has caused in their lives. 

    Share Security Tips and Advice

    For covered entities, this is required. For any other business, it is good advice. In your notification to affected individuals, include suggested steps to help them secure their information, such as paying extra attention to fraudulent charges on credit cards, changing passwords, etc. 

    Get Your Employees Involved

    Providing thorough, ongoing information security training for employees is essential. Not all PHI breaches are via cybercriminal hacking attacks. Human error and carelessness can also result in costly HIPAA violations. 

    Cybersecurity should be an evolving program, requiring continuous tweaking and updating which includes regularly reminding employees of how important a security culture is and training them on the correct procedures.

    Medical Record Data Breaches: A Matter of When, Not If

    Many companies and cybersecurity professionals believe that hacks are inevitable. Whether because of ingenious hackers, employee errors, a missed patch, or any of a multitude of other reasons, a PHI data breach could happen to you.

    Creating a cybersecurity plan in accordance with HIPAA compliance regulations will keep your office as secure as possible. Following the steps and suggested tips in this post will help you keep or regain your patients’ trust if your network is hacked and a PHI breach occurs. 

james brown's curator insight, May 26, 2023 6:24 PM

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March 30, 2020 6:34 PM
Scoop.it!

What your healthcare practice can learn from telemedicine companies

What your healthcare practice can learn from telemedicine companies | AI in Healthcare | Scoop.it

6 ways telemedicine companies satisfy patients

1. Convenient care

In the U.S., patients spend an average of 34 minutes traveling to receive healthcare services, according to Altarum. Add this to time in the waiting and exam rooms, and even a simple healthcare appointment can take hours out of their day.

 

Telehealth is a major time-saver because people can receive care from anywhere in a matter of minutes. This boosts patient satisfaction levels because it’s easy for people to fit appointments into a hectic schedule.

2. Short wait times

Virtual visits with telehealth providers allow patients to avoid long waits. For example, telemedicine company LiveHealth Online claims to connect patients to doctors in a matter of minutes.

 

This is important to people, as nearly one-third (30 percent) have walked out of an appointment due to a long wait time, according to Vitals. Furthermore, one-in-five has changed doctors because of long waits.

 

Clearly, patient satisfaction rates are largely tied to wait times, which likely plays into the growing popularity of telehealth companies.

 

3. After-hours assistance

People get sick at all hours of the day, but you’ll be hard-pressed to find a traditional practice open at 2 a.m. Telemedicine companies make it possible for patients to receive care without having to make a pre-dawn trip to the emergency room.

 

For example, telemedicine company Virtuwell offers 24/7 care. This allows patients to seek treatment promptly at any time of day without leaving the comforts of their home.

 

Additionally, the ability to receive care at any hour makes treatment more accessible to patients who work during standard office hours. Telemedicine allows them to seek care without having to take time off work.

4. Cost-effective treatment

U.S. healthcare spending averaged $10,739 per person in 2017, according to the Centers for Medicare & Medicaid Services. Insured patients typically only pay a portion of the total cost, but 8.5 percent of Americans (or 27.5 million) didn’t have any form of health insurance in 2018, according to the U.S. Census Bureau.

 

Telemedicine companies make healthcare more affordable to everyone. For example, iCliniq offers an annual treatment plan for $99, where patients can receive 50 hours of online chat time with a family physician, general practitioner, or general surgeon.

5. Greater access to care

In rural areas, the patient-to-primary care physician ratio is just about 40 physicians per 100,000 people, according to the National Rural Health Association. 

 

This can make it difficult for people to receive standard care — and even more challenging if they need to see a specialist. Telemedicine companies are a game-changer for these communities because residents are able to get the care they need.

Beyond that, telehealth allows rural patients to have a choice of providers — something they might not have otherwise. In some cases, this can make it possible for them to receive better quality care than the offerings in their local region.

 

6. Increased patient engagement

Telehealth companies make it easier than ever for patients to take control of their health. When people have the right tools at their fingertips, there’s no excuse for not using them to better themselves.

 

Since telehealth offers convenient access to providers, patients are more inclined to reach out with questions and concerns. Taking an active role in their health can allow people to see positive results that encourage them to keep up the good work.

 

Telemedicine companies are surging in popularity, and that’s not likely to change. This doesn’t mean your brick-and-mortar practice will become obsolete, but there’s plenty of lessons to be learned.

 

Take a look at reasons these companies are so successful and, when possible, find ways to provide the same level of care. Gain a competitive advantage by offering the convenience patients want with the personal touch only a dedicated provider can give.

james brown's curator insight, May 26, 2023 6:08 PM

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Challenges and methods for securing Picture Archiving and Communication Systems (PACS)

Challenges and methods for securing Picture Archiving and Communication Systems (PACS) | AI in Healthcare | Scoop.it

Medical data is a valuable commodity for identity theft. Despite HIPAA privacy rules being in effect for more than two decades, millions of health records, including images, have been stored on unsecured servers by healthcare provider officers across the United States. 

 

A ProPublica investigation revealed that 187 servers in the U.S. with medical records such as X-rays, MRIs, CT scans, for instance, are findable with a simple online search. One imaging system had open internet access to patients’ echocardiograms, which were minimally secured. 

 

While securing Picture Archiving and Communication Systems (PACS) can be challenging, in part, because of the need for multiple providers to access the same data, the images stored in PACS are Protected Health Information (PHI) and must be kept private in accordance to HIPAA rules. 

 

To address this issue, in September 2019 the National Institute of Standards and Technology (NIST) released new draft guidelines to secure PACS, Special Publication 1800-24C - Securing Picture Archiving and Communication Systems (PACS). 

The Challenges of Securing PACS

Over the past decade, healthcare images have shifted from hard copy to mostly digital. These digital images are easier to share, speeding up the diagnosis time.

 

Of course, the fact that healthcare images can now be uploaded, shared on personal mobile devices, such as smartphones and tablets, and stored digitally, also makes them a target for cybercriminals. 

 

PACS also interact with multiple other systems: electronic health records, regulatory registries hospital information systems, and even government, academic, and commercial archives. This creates plenty of potential security gaps for cybercriminals to lurk and steal this data. 

 

Here are the most common challenges in securing PACS:

    - Monitoring and controlling internal user accounts and identifying outliers in behavior (e.g., large number of downloads in a small period of time) - Controlling and monitoring access by external users - Enforcing least privilege and separation-of-duties policies for internal and external users - Ensuring data integrity of the images - Securing and monitoring connections to the system - Securing and monitoring connections to and from systems outside of the in-house system - Providing security, data protection, and access management without affecting productivity and system performance

     

    As you can see, these are common cybersecurity challenges. The draft PACS security guidelines are adapted from the NIST Cybersecurity Framework. While the challenge of securing medical images is real, this is a framework that any HIPAA-covered entity can use to help secure their PACS.

    A Security Architecture for PACS

    Using commercially available products, NIST created a reference network architecture. It provides an example for healthcare providers to separate their networks into zones to decrease cross-network access and, thus, risk. 

     

    The NIST SP 1800-24C guidelines are just that: guidelines. Information technology professionals need to adapt the architecture and framework guidance to their particular organization’s IT stack and security goals. 

     

    To mitigate risks, the NIST practice guide’s reference architecture includes technical and process controls to implement. They are:

      - A defense-in-depth solution, including network zoning that allows for more granular control of network traffic flows and limits communications capabilities to the minimum necessary to support business function - Access control mechanisms that include multi-factor authentication for care providers, certificate-based authentication for imaging devices and clinical systems, and mechanisms that limit vendor remote support to medical imaging components   - A holistic risk management approach that includes medical device asset management, augmenting enterprise security controls and leveraging behavioral analytic tools for near real-time threat and vulnerability management in conjunction with managed security solution providers

       

      NIST Cybersecurity Guidance also recommends a thorough cybersecurity risk assessment to identify areas of weakness and to help determine how to optimize your network for cybersecurity.

       

      Recommended capabilities for a secure PACS environment include:

        - Role-based access control - Authentication - Network access control - Endpoint protection - Network and communication protection - Micro-segmentation - Behavioral analytics - Tools that use cyber threat intelligence - Anti-malware - Data security - Segregation of duties - Restoration and recoverability - Cloud storage

        The Importance of User Training

        While not included in this particular NIST publication, it is always good to remember that user training is critical to the success of any cybersecurity initiative. Many Digital Imaging and Communications in Medicine (DICOM) images are shared via mobile devices. 

         

        Password protections are also important, as is understanding HIPAA compliance involving social media and basic HIPAA security procedures.

         

        PACS do enable better patient outcomes, but they are a potential target for cybercriminals. Following the guidance from NIST, healthcare organizations can help ensure the continued privacy of their patients’ protected health information. 

james brown's curator insight, May 26, 2023 5:43 PM

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Bedside Manners Via Telehealth – Understanding How Your Screenside Manners Matter

Bedside Manners Via Telehealth – Understanding How Your Screenside Manners Matter | AI in Healthcare | Scoop.it

Using telehealth technology still requires good bedside manners - just call it your screen side or website manners. So what do providers need to know that is different between an in-person encounter compared to a telehealth encounter? 

 

The space involved with making that first impression via telehealth is significantly smaller than meeting in-person in a clinical setting.  Besides being two-dimensional, your space is limited to the size and quality of the monitor projecting your image on the other end of the connection. 

 

You only get one chance to make a first impression – so make it good.

 

Important factors to consider to help develop and maintain a positive patient-provider relationship:

 

Prior to encounter – being prepared is always the best practice.

    - Equipment – understand how to use and test; know who to contact to troubleshoot; ensure good placement of the camera, microphone, and speakers - Physical space – clear of distractions; good lighting; private and secure (HIPAA) - Provider Appearance – professional; solid, non-distracting (preferably light blue) colors - Preparation – review patient history chart/file

     

    During the encounter – a little extra explanation can go a long way to foster relationships.

     

      - Confirm connection quality (hear/see) and security of space (HIPAA) - Introduce self (and others), organization/location - Have patient introduce self and any others in the room - Explain the process of taking notes, and only briefly looking away from the camera as necessary, otherwise maintain eye contact - Periodically ask the patient if he/she has any questions or anything to say - Reiterate any instructions or follow-up procedures for a patient prior to disconnecting

       

      Developing your screen-side manners in today’s telehealth world is just as essential as developing good bedside manners. 

       

      Patients still need to feel they are being heard and understood by their provider whether in-person or via video connection. The tasks that happen during an in-person visit, (e.g., jotting down notes, or looking at an image), are seen directly by the patient.

       

      These same actions may not be as visible via video, and require some explanation to keep the patient engaged. The patient still needs your full attention.

       

      Empathy is no less important in telemedicine. Being prepared, clearly communicating, and focusing on your patient will help foster a positive patient-provider relationship.

       

       You can still make meaningful eye contact via telehealth, but the trick is looking directly at the actual camera, and not the projected image of the patient on your screen.

       

      Body language can speak louder than words, but telehealth creates a situation where not all body language is actually visible. 

       

      While a thoughtful hand to the chin while thinking maybe commonplace, on video the same action might communicate disinterest. 

       

      Controlling reactionary movements is vital for telehealth. While standing bedside, a simple action like shifting weight from one leg to another has minimal visual impact compared to being on video and then seeming to shift out of the view of the camera.

       

      Similar to developing a good bedside manner, a good screen-side manner takes practice.  Telehealth is unique in that you can record yourself and review the video before ever connecting with a patient.

       

      By examining your recording, you can get a better understanding of the patient’s perspective of the telehealth connection. This process allows you to make adjustments that might not happen otherwise, creating the best patient encounter possible.

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Healthcare Organizations Mature their Cybersecurity Practices

Healthcare Organizations Mature their Cybersecurity Practices | AI in Healthcare | Scoop.it

Cyberattacks in the healthcare industry show no signs of abating. In 2018, digital criminals breached 15 million healthcare records. Alarmingly, in the first half of 2019 alone, 32 million healthcare records were compromised as a result of multiple security incidents.

 

Among those was the American Medical Collection Agency (AMCA) breach, an event which affected 24 million patient records when an unauthorized user accessed systems that contained sensitive information.

 

The breach ultimately led AMCA to file for bankruptcy, and it affected over 20 AMCA customers like Quest and LabCorp.

 

Despite the growth in cyberattacks in the healthcare industry, healthcare organizations continue to underinvest in cybersecurity. Compared to other industries like the financial industry, which invests 15% of revenue on cybersecurity initiatives, the healthcare industry invests only 4-7% of revenue.

 

Healthcare organizations under-invest in cybersecurity, even though the industry incurs the highest per capita cost of a breach. According to the IBM 2019 Cost of a Data Breach Report, the average cost per breached record in healthcare is $429.

 

Although the financial industry has the second-highest average cost per breached record at $210 per breached record, healthcare incurs more than double the cost than finance.

 

To mitigate breaches to confidential patient information, HIPAA was instituted to ensure the confidentiality, integrity and availability of protected health information, so it came with attendant fines for non-compliance.

 

To improve their cybersecurity posture and avoid fines, many healthcare organizations have taken steps to ensure that they comply with HIPAA and that they pass the HIPAA audits.

 

Recognizing the need to improve their security posture, many mature healthcare organizations have adopted industry-standard frameworks like NIST and CIS. Also, many healthcare organizations recognize their need to achieve compliance with other regulatory standards like PCI and SOX.

 

Yet the spate of breaches in healthcare demonstrates that achieving compliance does not guarantee a secure environment, especially when healthcare organizations focus on passing audits at a point in time.

 

While healthcare organizations marshal resources to ensure they pass audits, the organization returns to business as usual, leading to a less secure posture over time.

 

As a result, mere compliance with security standards has had a limited impact on the security posture of healthcare organizations.

 

Achieving and maintaining compliance with these various, complex, ever-changing standards and regulations can be burdensome for healthcare organizations.

 

This challenge is only exacerbated by the technical skills gap. Organizations, especially healthcare organizations, continue to be challenged with hiring, retaining and training cybersecurity professionals. Recent statistics show that there will be 3.5 million unfilled cybersecurity positions globally by 2021.

 

The HITRUST Common Security Framework (CSF) was introduced to ameliorate the challenges healthcare organizations face in trying to achieve compliance with the various, complex and evolving standards and frameworks.

 

HITRUST CSF incorporates existing standards and regulatory policies like HIPAA, PCI, NIST, ISO into an overarching comprehensive framework that remains sufficiently prescriptive in how control requirements can be scaled and tailored for healthcare organizations of varying types and sizes.

 

However, attempting to attest to the HITRUST CSF using manual methods negates the benefits of the HITRUST CSF, as this greatly increases the chances of error.

 

In addition to the extra time and effort that is required to track compliance manually, which is only compounded around audit time, information that is manually collated into a report is hard for an auditor to verify.

 

As a result, Tripwire partnered with HITRUST to help healthcare organizations automate HITRUST CSF compliance. Tripwire is one of only two cybersecurity providers to have partnered with HITRUST for the automated reinforcement of CSF compliance.

 

Tripwire has the industry’s largest platform and policy coverage, including legacy systems.

 

It has a proven track record of helping organizations achieve and maintain compliance with HIPAA, PCI and SOX as well as adhere to security frameworks like NIST and CIS.

 

Now, Tripwire can help organizations automatically achieve and maintain compliance with HITRUST CSF as well as prove compliance with out-of-box, HITRUST-certified reports. This helps them:

  • Quickly achieve and maintain compliance, including audit-ready proof of compliance
  • Accurately align with the HITRUST CSF with Tripwire’s HITRUST-certified mapping
  • Keep up with new HITRUST CSF versions while strengthening your cybersecurity posture
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    Rescooped by Angela Chammas, M.Ed., M.S., CPC from Trends Market Research
    March 30, 2020 6:30 PM
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    Artificial Intelligence (AI) In Healthcare Market forecast, organization sizes, top vendors, industry research and end user analysis by 2022

    Overview: Artificial intelligence(AI) is the creation of intelligent systems that can perform tasks without human interventions and instructions. It is the constellation of different technologies such as natural language processing, machine learning, perception and reasoning. These systems use computer algorithms, and huge amount of data to provide a response to a request. AI is being adopted in healthcare using algorithm and software for the analysis of medical data with a view to predict diseases and provide proper medication. It will lead to personalization and optimization leading to improved outcomes for both patients and healthcare systems. A basic AI computer used today in clinical practices can be used for alerts and reminder, diagnostic, therapy planning, Information retrieval and image interpretation. However, glitches in communication and technical infrastructure are amongst the barriers to the growth of AI in health care. Market Analysis: According to Infoholic Research, the “Artificial Intelligence in Healthcare Market” is expected to reach $ 1,139.2 million by 2022, growing at a CAGR of around 62.2% during the forecast period 2016–2022.The need of pre-operative planning, high costs associated with healthcare, adoption of mobile devices and rising chronic diseases amongst masses is driving the need of integrating AI in healthcare solutions. The AI market in healthcare has high growth opportunities due to rising needs of self-care and real-time monitoring. Get More Information: https://www.trendsmarketresearch.com/report/sample/9815 Technology Analysis: The AI technology is leading towards innovation of efficient and inexpensive healthcare solutions. The major technologies involved are natural language processing, machine learning, biometric security, speech recognition and disaster recovery. The technology providers are heading towards development of innovative products and solutions for end-users. At present, NLP market is having the major share with an estimated increase to $487.7 million by 2022 growing at a CAGR of 61.6%. The increase in adoption of cloud computing, internet and innovation in network connectivity is driving the adoption of NLP in healthcare sector. Besides, NLP the second most prominent technology in healthcare is machine learning which is expected to reach $223.7 million by 2022, growing at a CAGR of 61.9%. Based on end users, the market encapsulates diagnostic centres, hospitals and clinincs, R&D and healthcare institutes. AI finds wide application in precision medicine, real- time monitoring, drug development and personal health assistants. Regional Analysis: North America is leading in AI in healthcare market followed by Europe. Huge investments and strict governmental regulations is driving the growth in North America. One such initiative is Patient Protection and Affordable Care Act(ACA), which is leading emphasis on cost management and integrated care delivery models. The European market is enhancing due to increased need of quality care and high cost burden associated with re-hospitalisation. The Benevolent AI, Google’s DeepMind, Skin Analytics are working for providing healthcare solutions in Europe. APAC region has high growth potential accompanied with high investment in the market especially India and China. The major part (40%) of digital transformation in APAC will be driven by AI by 2022. LAMEA is yet developing and growing in the region. The increased adoption of internet and mHealth is enhancing the growth of AI in the region. Key Players: The key vendors leveraging solutions for healthcare included in the report are IBM, Microsoft, Google, Apple, Amazon, Medtronic Inc., Sentrian, Buoy Health, Healthsense Inc., and Propeller Health. Request for Discount : https://www.trendsmarketresearch.com/report/discount/9815 Competitive Analysis: The study covers and analyzes the “AI in Healthcare” market. Bringing out the complete key insights of the industry, the report aims to provide an opportunity for players to understand the latest trends, current market scenario, government initiatives, and technologies related to the market. In addition, helps the venture capitalist in understanding the companies better and take informed decisions. Benefits: The report provides with in-depth analysis of artificial intelligence in healthcare market aiming at reduction in cost and improvement in efficiency. The report provides with major drivers as well as challenges coming forth in the path of market growth. The information provided can benefit the stakeholders with knowledge on trends, investments, drivers, governmental initiatives and various regulatory changes about to be adopted in years to come. The report covers profiles of major vendors leveraging solutions for AI in healthcare to the end-users. Key Stakeholders: Device manufacturers, network providers, data security solution vendors, policy makers, standard development organizations, investor community, university researchers, blog writers, and technology magazines. Report Description: https://www.trendsmarketresearch.com/report/analysis/IR/artificial-intelligence-(ai)-in-healthcare-market

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    How is Artificial Intelligence shaping the healthcare and pharma industry? - eHealth Magazine

    How is Artificial Intelligence shaping the healthcare and pharma industry? - eHealth Magazine | AI in Healthcare | Scoop.it
    “ Artificial Intelligence or AI has become one of the mainstay technologies of the healthcare industry. AI refers to the use of automated algorithms to perform tasks which conventionally count on human intelligence. The use of AI has not been so extensively accepted in the pharma industry. However, its rapid rate of development suggests that it […]”
    Via ehealthmagazine
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    Rescooped by Angela Chammas, M.Ed., M.S., CPC from E-HEALTH - E-SANTE - PHARMAGEEK
    March 30, 2020 6:28 PM
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    The future of personalized health is scientific wellness  #esante #hcsmeufr #digitalhealth

    The future of personalized health is scientific wellness  #esante #hcsmeufr #digitalhealth | AI in Healthcare | Scoop.it
    “A new quantitative era is emerging for digital health, AI, social networks, analytics and precision medicine that will eclipse the disease industry that exists today.”
    Via Lionel Reichardt / le Pharmageek
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    Rescooped by Angela Chammas, M.Ed., M.S., CPC from Social Media and Healthcare
    March 30, 2020 6:27 PM
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    Artificial Intelligence and Data Analysis Bringing the Difference in the Healthcare Sector

    Artificial Intelligence and Data Analysis Bringing the Difference in the Healthcare Sector | AI in Healthcare | Scoop.it

    For a population that stands beyond 1.25 billion and has over 70per cent of it residing in rural locations, healthcare delivery stands as a major challenge for one of the fastest growing country in the world. India spends nearly 1. 5per cent of its GDP on healthcare but the overall healthcare infrastructure (medical facilities, trained medical workers and doctors) remains quite weak till date.

    If we go by the statistics, the Indian healthcare industry is about $158 billion in size and is expected to be $280 billion by 2020, reaching nearly twice its current strength in the coming 4 years. There are new developments in disease management and cure and hospitals are now deploying technology to provide an accurate diagnosis, effective treatment and improve on their patient management quotient. The numbers of hospitals in the country with state-of-the-art facilities are growing every year and the investment in this segment has been one of the highest in comparison to other sectors. There has been equal importance given to this sector by the government with a strong focus on improving the delivery model and also on the use of technology to further enhance the existing model.

    Where are the Gaps for one of the Fastest Growing Sector?

    The biggest gap lies in the lack of proper infrastructure, existing delivery model and the lack of trained professionals in the sector. Most of the leading private hospitals and medical professionals, that have all defined facilities and experienced doctors, are focussed on metro locations creating a huge void in the rural areas of the country. Also, the cost of treatment at these facilities hampers the treatment possibilities for a majority of the population that do not have access to medical insurance. As per data, nearly 76per cent of the Indian population does not have adequate health insurance.   
    Another major concern is the number of medical colleges in the country and its capacity (in numbers) to create quality medical professionals every year. There are only about 60,000 medical seats available every year across government-run and privately held colleges in India. The number of doctors per year to the number in population growth (1.5 million babies are born per day compared to 0.4 million deaths per day) is highly unstable and this will keep creating a further gap in the doctor to patients ratio. The primary healthcare centre, at present, is short of 3000 doctors and for every 1800 people in the country; we have one doctor. This is a huge gap in the delivery model. As per an RTI report, there has been 80per cent growth in the rise in the number of a student applying for medical education abroad. This is a reflection on the lack of current medical education infrastructure that will lead to ‘brain drain’ of a capable set of people to other nations.   

    Telemedicine

    There have been many efforts in the past in building the telemedicine segment to create a strong delivery model through primary healthcare centres to cater to the rural population. But these models were not highly successful as the technology deployment was limited to online availability of the doctor and the skill set of the ASHA workers at the centres who took vital readings like blood pressure and Thermometer readings. This was not supported by other important factors skill up gradation of the ASHA workers, deployment of tech-based medical devices that could provide accurate readings across vital parameters and, above all, maintain records of the patient for future diagnosis and treatment. New age healthcare startups have created and constantly improving the telemedicine delivery model to provide quality medical assistance across the rural belts. Many state governments have partnered with healthcare startups to build a strong digital infrastructure that includes training of ASHA workers to manage tech-based medical devices, recording-maintaining-sharing patient records and improving their overall skill-sets for better patient care.        

    AI and Data management

    Technology developers in the sector are constantly trying to redefine the existing process to create a stronger platform that encompasses data management (diagnosis, treatment, medicine, existing reports, daily progress report) and connects patient-doctors on the same platform for an all-inclusive in-patient care management and for post hospitalisation services too.  The use of AI and ML in data management (Electronic Health Records) and predictive analysis are further improving the healthcare delivery model.
    The growth in the digital healthcare segment is expected to considerably reduce the patient treatment cost in the coming future. The use of machine learning to process data points for predictive analysis can prevent the cause of major ailments by simple lifestyle changes. Though the healthcare delivery model still remains a challenge, the growth in technology will soon be able to create a seamless platform that brings virtual medical facilities to the doors of every Indian irrespective of his location.  


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    Artificial Intelligence is Innovating Your Healthcare Needs in 2018 - insideBIGDATA

    Artificial Intelligence is Innovating Your Healthcare Needs in 2018 - insideBIGDATA | AI in Healthcare | Scoop.it
    “In this contributed article, freelance human Avery Phillips takes a look at how artificial intelligence (AI) is making significant inroads into healthcare innovation as we move into 2018. One of the biggest benefits is that healthcare providers can use this technology to help promote better lifestyle choices to their patients and others.”
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    Florian Morandeau's curator insight, January 8, 2018 1:09 AM

    A concern for the AI healthcare technology is the ability for the deep learning machines to recognize the “whys”.

    Rescooped by Angela Chammas, M.Ed., M.S., CPC from Digital Health
    March 30, 2020 6:25 PM
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    Artificial intelligence in healthcare

    Artificial intelligence in healthcare | AI in Healthcare | Scoop.it
    “Artificial intelligence in healthcare has revolutionized the way we approach the treatment and care for aging individuals. While healthcare technology has increased the efficiency of care providers, SimpleC has taken it a step further with AI.”
    Via Florian Morandeau
    Florian Morandeau's curator insight, March 12, 2018 1:44 AM

    Artificial intelligence in healthcare has revolutionized the way we approach the treatment and care for aging individuals.

    Scooped by Angela Chammas, M.Ed., M.S., CPC
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    Cybersecurity: What Every Telemedicine Practitioner Needs to Know

    Cybersecurity: What Every Telemedicine Practitioner Needs to Know | AI in Healthcare | Scoop.it

    Telemedicine, which enables health professionals to provide treatment to patients remotely, is especially useful in rural areas, where people are distanced from healthcare facilities. It can also play a considerable role during natural disasters when professionals cannot reach affected areas or must operate outside of traditional medical settings.

     

    But because of the nature of the platform — and the technology used — telemedicine is susceptible to outside attacks, particularly cyberattacks. Communication and digital exchanges are often done via the open internet. A patient will have a live video chat with a health professional via a mobile app, for instance. That feed and any data from the exchange is vulnerable to snooping or outright theft, especially if one of the parties is using an unsecured network connection.

     

    Cyberattacks Are More Dangerous in Health Fields

    There’s no reason to downplay general theft. The risk of hackers scooping up personal data is always a concern, but when attacks involve highly sensitive health details, the risks are much higher. Not only could the data be used to harm and damage others, but its misuse can also harm the professionals and, by proxy, the facility they work for. HIPAA law dictates that all communications and data exchanged between doctors and patients be secure — if not, healthcare providers face massive fines and penalties.

     

    What makes the whole thing even more alarming is that, in today’s landscape, it’s not a matter of “if” you will experience a cyber attack or data breach, but “when.”

    Norton Security, which claims "protection against viruses, malware and more," estimates that by 2023, cybercriminals will successfully steal 33 billion records per year.

     

    To provide an even better perspective, consider this: By 2018, nearly 70 percent of businesses had experienced some form of cybersecurity attack, with over half experiencing a data breach. Out of all small businesses that suffer attacks, 60 percent close within six months of an event.

     

    It’s a very costly, very damaging problem from which the healthcare and telemedicine industry is not exempt.

    How to Prevent Attacks and Mitigate Damage When They Do Happen

    Preventative measures are important, and understanding how to deal with an attack or breach can be instrumental in lowering risks. Assuming that a breach can and will happen allows you to better lock down your systems and data. For example, putting stringent authentication and user access measures in place help ensure that only the right people can interact with certain types of data. This means if a lesser user’s account were to be hacked, the attacker wouldn’t have access to sensitive information.

    The first recommendation is that you follow ISO 27001 standards and develop a process of internal audits to measure compliance and performance. This set of management standards deals specifically with information security and proactive protection measures.

     

    Here are some ways to improve general security and mitigate the risks of a breach:

      - Hire a third-party data security provider or a consultant to understand what’s necessary to protect your network, systems and hardware - Establish user access protocols to prevent unauthorized users from accessing high-level information; in other words, keep people in their lanes - Use strong authentication measures to identify users and require the use of strong passwords - Educate personnel on the importance of security and ensure they understand what role they play - Use data encryption for all information sharing and open streams so that any exchanged information is locked behind a security protocol - Develop the entire platform, app or tool with security in mind as a foundational element - Create a response plan for cyberattacks: how you lock down affected systems and networks, prevent future data loss and tampering, and regain control - After a breach, always inform the necessary parties involved, including customers and patients, as well as regulatory bodies

       

      While many of the solutions discussed here are valuable, many tactics can help telemedicine practitioners prevent and protect against cyberattacks. The most obvious involves awareness and preparedness, which means educating yourself and your personnel on modern security.

       

      This is not something that can be continually brushed aside or avoided. Security must always be a “now” practice that is honored and put into place as soon as possible. It’s especially true of for telemedicine, which involves the facilitation and exchange of highly sensitive information across open channels.

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    Future Scope of Computer Telephone Integration - Future of CTI

    Future Scope of Computer Telephone Integration - Future of CTI | AI in Healthcare | Scoop.it

    For all intents and purposes, it does seem like the future of CTI is today. The technology has come a long way since the simple screen population technology.

     

    In fact, back in 1996, an article by Guy Matthews predicted three CTI technologies that would shape how the masses communicate in the future: internet phones, faxback, and international callback. All of which are now readily available – or even basic – with today’s CTI technology.

     

    So, what lies in the future of CTI? Has technology reached its peak? What should we look forward to when it comes to CTI integration?

    The Future of CTI in the Clouds

    Cloud computing has paved the way for the mass adoption of CTI, as well as other technologies. It has made powerful systems, platforms, and applications available to practically all kinds of businesses. Through scalable service offerings, small- and medium-sized businesses can use technologies, such as CTI, to compete on the same level as companies with more technical expertise and thicker wallets.

    Want to increase your customer experience right now?

    That’s the beauty of cloud computing – and, in the world of IT, it is huge. Projections made by technology research company Gartner Inc. peg the worldwide market for public cloud services to be worth around $204 billion in 2016. Alongside this, the cloud application services (SaaS) industry is worth billions of dollars too, with a projected 20% yearly growth. The SaaS industry is seen to grow to $132.57 billion by 2020.
     

    These numbers reflect the future of CTI. As the cloud computing industry grows, cloud-based CTI services become more accessible, at low leveled off rates. Because of this, the CTI market will lean further towards cloud-based services. You just won’t be able to deny the key selling points: cost-effectiveness, scalability, and accessibility.

    CTI “Mobilization”

    The future of CTI is also mobile. According to a study made by the Emergence Capital Partners (ECP), there are more than 300 mobile enterprise app companies in operation. These companies focus on key segments that include communications, task management, and events and contact management. This falls right in the turf of CTI integration and unified communications.

     

    To date, there is an increased demand for a better communications platform, one that consolidates your interactions with your contacts, clients or prospects, whether it’s through voice, email, chat or SMS. This platform makes such information available across your desktop and mobile devices.

     

    A future where mobile access is already a requisite part of CTI integration is a future where business booms. According to research firm Forrester, companies that encourage the use of mobile applications grow faster than those that don’t. After all, agents and employees who are not tied down to one place tend to become more accessible, reliable and productive.

    Social Media Integration

    Social media is part of the future of CTI too. Through CTI integration with business applications, such as CRM, communications on social media can be accessed through a singular platform. There is no need to switch platforms to respond to social media interactions.

     

    What should be noted, however, is the increasing use of social media to interact with businesses. Companies miss out if they neglect interactions within this channel.

     

    There is still a need to make social media communications easier and simpler for your agents and sales team. The future of CTI – where businesses get the full advantages of optimizing their marketing, sales and support processes – demands social media integration that is unified and efficient across all devices, regardless of agent location.

    Improved Security

    As with all technological advancements, communications technology deals with attempts to exploit its vulnerabilities on a regular basis. This is ‘business as usual’ in technology. However, with the massive amount of data that comes with CTI integration, the future of CTI has to be more secure. In fact, according to a 2016 survey by Society for Information Management (SIM), 36% of IT heads rank security as their number one concern

     

    Improved security when it comes to CTI integration has to cover all the bases, from cloud-based data to on-site and third-party hosted information. Ultimately, this impacts how you do business and how you are perceived by your target market.

    Better User Experience

    Applications integrated with your CTI system upgrade fast and regularly. This improves the scope of technology. In many cases, upgrades also introduce new ways for you and your team to accomplish tasks and goals. This increased efficiency requires that you adapt to upgraded technology fast.

     

    Improving the user experience through simplified and intuitive interfaces is a way to hasten your team’s learning curve. Improved interfaces are actually crucial since your CTI system is integral to your business’ day-to-day. The faster the learning, the quicker you can get back to efficient work.

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    Telemedicine and Smart Cities

    Telemedicine and Smart Cities | AI in Healthcare | Scoop.it

    You can put the word "smart" in front of just about anything these days — including an entire city. But what does it actually mean?

     

    The concept of smart cities is incredibly exciting. Cities have always been social, cultural and productive centers of society. But the city of the future will help us work and play even smarter, commute more quickly, and make use of more advanced and affordable products and public services. That includes health care.

    As the world explores what smart cities are capable of, we're seeing more ways they'll impact the telemedicine industry and vice versa. Let's take a closer look.

     

    A Holistic View of a City's Health 

     

    Conducting a more proactive monitoring of public health is probably the most important part of a smart city's data-driven telemedicine system. Thanks to electronic health records, location technologies, and cheap and rugged remote sensors, public health officials have an easier time than ever studying disease patterns and profiles, tracking public health worries and outbreaks, communicating with the public about new issues and seasonal disease cycles, understanding and making changes to how people move about a city, and much more.

     

    This brings us to one of the best features of smart cities: smart hospitals. A number of facilities across the U.S. are using more advanced devices and data-gathering systems to better understand changes, even in real-time, that concern citizens on a daily basis. These insights can cover any number of factors associated with city living, including air and water quality, the effects of weather and climate on health and even the relative stress and happiness in one city compared with another.

     

    Better Access to Health Care Even in Rural Areas 

     

    It's a long-running pattern, but residents of cities generally enjoy better access to health services and medical specialists. As a result, residents of rural areas, and those who live a little farther from city centers are more likely to suffer from chronic health problems and to have greater restrictions on their physical activities. Cities are known for their smog and pollution, but they offset some of the harm thanks to convenient access to health infrastructure.

     

    Making cities even smarter seems at first glance like it might make health care inequality even worse. But it may actually do the opposite. Cities have more choices than rural areas when it comes to health care, but residents still face wait times and lines, often for issues that didn't require a visit in the first place.

     

    To that end, we can expect that telemedicine will cut down on congestion in cities, plus make it far easier for rural residents to communicate with doctors and specialists with the same ease as rural citizens. With telemedicine and remote video consultations, distance from a metropolitan area is less likely to decide the quality of one's health care or their life.

     

    More Efficient Public Institutions 

     

    In the U.S. and elsewhere, it's a fact of life that countries must feed, clothe and shelter prison inmates and residents of correctional facilities. This portion of the population is frequently written off or forgotten about, but these are citizens too, and they deserve as quick and competent a response as anybody when they find themselves in poor health. 

     

    Telemedicine can provide a vital function by making it easy for cities to see to inmates' health needs. New York City alone is home to around 55,000 residents of its correctional system, which means the already limited availability of specialist doctors isn't always able to answer the call. Instead, telemedicine makes it simpler for specialists to check in with patients when they can't be there in person while cutting down on the time and expense of transporting these individuals to appointments. 

     

    Walkability and Self-Service Health Care 

     

    Futuristic cities have long been depicted with swarms of flying cars, but that dream is still a little way off. In the meantime, we're busying ourselves rethinking our urban layouts, including making a push to install bike lanes and generally make our cities more walkable and more amenable to cleaner, healthier living. 

     

    Smart technologies like internet-connected cars, plus city infrastructure that can talk to them, will make it easier than ever for pedestrians and cyclists to navigate intersections safely and quickly. Couple this with the fact that insurance companies increasingly turn to wearables to keep customers honest about -- and committed to -- healthy lifestyles. These wearables lend themselves to telehealth in a number of ways, from making remote data sharing simple, to automatically alerting emergency responders, for example, if an elderly resident falls in his or her apartment, or in a park, and can't signal for help themselves.

     

    The truth is, we're only beginning to appreciate what's possible with telemedicine and smart cities. As more medical device manufacturers move into making devices for a connected world, while still maintaining the quality set in place by ISO 13485, it’s easy to see how the relationship between telemedicine and smart cities is just starting. 

     

    The potential here is part of the reason why we will collectively activate some 36 billion internet-connected devices by the year 2021.  

     

    By that time, we'll have even more robust industrial standards for helping public and private data systems work better together, and we'll have an even more thorough understanding of how the advancement of technology can improve how we live and how we pursue health care services. 

    Andrea Shaji's curator insight, November 18, 2019 7:18 PM
    More advanced cities are the ones being benefited the most. 
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    Scooped by Angela Chammas, M.Ed., M.S., CPC
    March 30, 2020 6:33 PM
    Scoop.it!

    Telemedicine and HIPAA 

    Telemedicine and HIPAA  | AI in Healthcare | Scoop.it

    The digital age has presented numerous benefits for a variety of economic sectors with the health industry among the biggest winners.

     

    From faster communication between patients and health professionals to better service delivery, health organizations have seen improvements in a variety of daily operations.

     

    Sadly, the digital age is a double-edged sword, and as more health organizations use the latest technology, there is the looming threat of poor data security.

     

    Threats such as the WannaCry ransomware attacks, which have wreaked havoc on the economy to date, are a constant reminder that data security should be a priority for organizations looking to leverage advancements in technology.

     

    For instance, while telemedicine promises improved service delivery, it introduces a security complexity.

     

    HIPAA (Health Insurance Portability and Accountability Act) regulations have been a cornerstone for setting and raising the security standards in healthcare, and telemedicine might actually make it easier for health organizations to remain compliant.

     

    At the same time, a lot has to be done to improve the security loopholes presented by such technologies.

     

    Here are how HIPAA and Telemedicine fit with each other and the things that need to be done for better data security.

    The Constant Threat Of A Data Breach

    Data collected by health organizations can be a gold mine for most threat actors. Some of the Protected Health Information (PHI) data include personal addresses, names, medical history, identification numbers, and even credit card numbers.

     

    In the wrong hands, these data can be used for identity theft, for buying medical supplies fraudulently, or even holding health data at ransom as in the case of WannaCry attacks.

     

    The sad truth is that ePHI will be at the disposal of threat actors unless the right security controls are put into place.

     

    First, unless internal organization systems are strong enough, it can be easy for hackers to gain access to networks or even user accounts. In some cases, they may only need to access a low-level user account before escalating their privileges.

     

    Second, when it comes to third party business stakeholders, failing to pick security-concerned partners will easily lead to data breaches.

     

    Lastly, insider threats continue to be a risk. If access control isn’t a staple of a health organization’s security system, it can be easy for a disgruntled employee to offer this data out to threat actors. All these are concerns that can be handled by HIPAA compliance, and embracing telemedicine with HIPAA compliance at the back of your mind is a step in the right direction.

    How Telemedicine Has Revolutionized The Health Sector

    In a nutshell, telemedicine has made the transfer of medical data at a distant quite easy. Diagnoses, medical history, lab tests, and prescriptions can be transferred more easily and cheaper than normal. It also saves the costs of having to transfer patients from their homes to hospitals for diagnoses that could easily be done via video calls.

    The HIPAA Rules That Affect Telemedicine

    The HIPAA guidelines cover more than the patients and doctors communicating ePHI at a distance. It deals with the communications channels and any third party involved in the communication process. Ideally, for telemedicine to be compliant with HIPAA, the parties involved need to comply with these security rules:

     

      - Ensure that only the authorized parties gain access to ePHI - The channels of communication used to communicate ePHI at a distance ought to be secure enough to the standards of HIPAA. - There needs to be a system in place for monitoring the different communications containing ePHI to prevent the chances of accidental or malicious data breaches.

       

      As long as physicians have effective safeguards in place for addressing access control, the first bullet point should be easy to comply with.

       

      As for the second point, insecure channels such as email, Skype, and SMS are eliminated from ever being used. Lastly, the onus is upon those in charge of the ePHI technology to ensure that there are systems in place that can help monitor communication and facilitate the deletion of unused data if the need arises.

       

      Both of the last points also look to address issues relating to where ePHI is stored.

      Why Conventional Communication Channels Might Not Suffice

      If the ePHI created by a physician (covered entity) is stored by a third party, the third-party and the covered entity have to sign a Business Associate Agreement (BAA).

       

      The BAA ought to include details about the methods the third party will use to secure the data and procedures for auditing the data’s security in accordance with the HIPAA guidelines.

       

      Since the copies of ePHI are bound to remain in the servers of conventional communication firms, such as Google, Verizon, and Skype, the covered entities ought to have a BAA with such bodies to remain compliant with HIPAA.

       

      Sadly, Verizon, Google, and Skype might not enter into such BAAs, meaning that the covered entities will remain liable for fines for any breaches that occur from the lack of HIPAA compliance by these third-party entities.

       

      The covered entities, telemedicine providers, might also fail HIPAA audits.

      Aligning Compliance And Telemedicine

      The ideal messaging solution should be secure. It should also offer the same communication speed as Skype, SMS, or email, while also complying with the HIPAA security rule.

       

      This means that only authorized users should be allowed to access ePHI, the communication channel should be secure, and it should be fairly easy to monitor the activity on the channel.

       

      The channels of communication should also be user-friendly enough for both patients and physicians to use during interactions.

       

      Each authorized user can gain access to the channel through a centrally-issued username and password, which allows them to communicate with other users within the private communication network of the covered entity.

       

      The channel should allow all types of communications, including images, documents, and videos.

       

      These media should be encrypted both while in transit and at rest. As for monitoring the communication, the messages should be monitored through a cloud-based platform to ensure secure messaging policies are adhered to according to HIPAA rules.

      Telemedicine Makes HIPAA Compliance Easier

      While this might seem hard to believe, telemedicine might actually make compliance to HIPAA easier for health entities. Unlike convention medical services that had to introduce HIPAA compliance as an afterthought, telemedicine can be crafted with HIPAA compliance at the center of it all.

       

      As such, any applications and technologies used in the communication of ePHI at a distance can leverage the latest technological advancements and data security practices.

       

      These can include multiple data encryption methodologies and even comprehensive system testing.

       

      Any partnerships with third-party vendors will also be based on whether they can have a sustainable BAA with them or not.

       

      Telemedicine presents too big an opportunity to be ignored. Even better, the HIPAA guidelines can act as a baseline for security standards for health organizations looking to embrace telemedicine.

       

      Since it is easy to be compliant, keen organizations can enjoy its perks without fearing costly fines.

     
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    Scooped by Angela Chammas, M.Ed., M.S., CPC
    March 30, 2020 6:32 PM
    Scoop.it!

    Top 10 Applications of Computer Telephony Integration

    Top 10 Applications of Computer Telephony Integration | AI in Healthcare | Scoop.it

    There are countless of CTI (computer telephony integration) applications that make implementing the technology one of the best things you can do for your business.

     

    1. Pop-up Screen/ Screen Popping


    CTI integration allows you to implement a pop-up screen interface for your agents. Through this, you get a feel of the immense possibilities when communication integrates with information.

     

    The screen popping CTI application opens up a dashboard whenever your agent interacts with a caller. This shows relevant information about the caller, as you’ve configured it in the system and depending on the applications and software you’ve integrated with your CTI.

     

    You can display and log call origin, IVR selection, authentication status, as well as the caller’s issues, purchase history and support history, among other data.

     

    2. Speed Dialing


    CTI’s speed dialing system is perfect when your team has to meet outbound call objectives.

     

    Speed dialers can be configured to continuously make calls, bypassing wrong numbers and busy signals. Agents are patched in only when a person answers the other end of the line.

     

    This often comes with a report on call volume, wait times and other call metrics. Increase the productivity of your sales team through CTI’s speed dialing.

     

    3. Phone Flexibility/ Phone Control


    How you make yourself accessible to your clients, prospects, and the team is flexible through CTI’s phone control or phone flexibility application.

     

    You can easily configure the system to “find you” when you’re not logged into the system. Use your mobile devices or laptop to connect.

     

    This can set you and your team apart from the competition. Accessibility can be your edge when it comes to sealing deals and starting co-beneficial business relationships.

     

    4. Call Routing


    CTI’s intelligent call routing lets you become more responsive to your callers. Route calls according to their IVR selection, demographics, call history, agent specialization, and availability, among other factors.

     

    This can mean faster call processing, happier (or less frustrated) callers, and more efficient call agents.

     

    5. Call Transfers


    Call transfers are also better implemented through CTI. This isn’t just about transferring calls from person to person.

     

    CTI’s call transfer application allows for seamless agent transitions, wherein data about the caller is transferred too.

     

    This unburdens the caller from having to repeat their information. It cuts call processing time, which is especially important in compound support calls.

     

    6. IP Telephony and Conferencing


    Collaboration has improved by leaps and bounds because of IP telephony, particularly through its low-cost IP-based broadband multimedia telecommunications.

     

    A direct result of this is the more rampant use of conferencing applications.

     

    In the past, sales presentations had to be done in person. Inside salespeople, then, were not as effective as those in the field.

     

    Today, the location has become irrelevant. IP telephony and conferencing applications bridge the gap – connecting agents with prospects and customers as if they’re meeting face-to-face.

     

    How effective your team is in utilizing this application depends on their skills, and the available sales information and supporting tools.

     

    The technology is already there – fully developed – for you to integrate and optimize your sales processes.

     

    Other IP telephony and conferencing applications include team collaboration, multi-location meetings, and remote training sessions.

     

    7. IVR (Interactive Voice Response)


    Your IVR application is perhaps your first-line interaction with your audience. It is your first try at making a good impression. Configure your CTI’s IVR application correctly and optimally, and you get efficient, personalized and data-driven interactions – not to mention, happier customers and prospects.

     

    Your IVR application uses keypad and voice DTMF tones to communicate with your servers. Through IVR selections, callers can reach specific persons or departments.

     

    They can also do basic account processes, such as status inquiries and password updates, among other tasks.

     

    An optimally configured IVR can cut down call processing time, reduce call traffic and make a good first impression.

     

    8. Advanced Call Reporting Functions


    One of the best things about CTI is that you can put together data into reports that help you see the big picture. Analyze the many aspects of your business, such as call traffic, inbound and outbound sales calls, and support requests.

     

    Through CTI’s advanced call reporting functions, you can parse through historical data to gain insight on how effective your team or call agents are.

     

    See where there are support gaps and do something about it. You can also assess real-time data when you want to zoom in on your agent’s interpersonal and problem-solving skills.

     

    9. Voice Recording Integration


    Voice recording integration plays an important role in contact centers where the quality and integrity of interactions are crucial. Voice recording applications allow you to record and archive voice calls in order to improve your team’s effectiveness, reduce liabilities and comply with industry standards (such as the Payment Card Industry Data Security Standard/ PCI DSS).

     

    Record calls and accesses these later on for future assessment. Or, you can also conduct real-time monitoring across mixed telephony environments.

     

    Through Voice Recording Integration, you don’t just have textual data as the basis for agent training, reporting and assessment.

     

    You also have voice data that protect you from liabilities and support the initiatives and changes you implement for your operations.

     

    10. Call Center Functions


    Because the development of CTI into what it is now was partly in response to the needs of the call center industry, it’s not a big surprise that call center functions are some of CTI’s top applications.

     

    Automatic caller authentication, whisper coaching, call barging and warm transfer (among so many more call center functions) are key functions that drive the adoption of CTI technology.

     
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    Scooped by Angela Chammas, M.Ed., M.S., CPC
    March 30, 2020 6:31 PM
    Scoop.it!

    Telemedicine Platforms Attracting Big-time Investments

    Telemedicine Platforms Attracting Big-time Investments | AI in Healthcare | Scoop.it

    We’ve seen enormous changes in the healthcare industry in recent years, mostly relating to the more efficient storage and usage of patient data through blockchain technology and the digitisation of patient files.

     

    In the past two decades, the growing penetration of technology in the industry has yielded new medical devices, automated treatments, and improved diagnostic processes, giving doctors, scientists and patients renewed hope for the treatment of diseases some of which, until now, have been largely untreatable.

     

    Blockchain has enabled the seamless global exchange of patient information in real time with reduced transaction costs and fewer administrative delays, enabling much faster, more secure and more efficient exchanges of health records between medical personnel.

     

    But technology isn’t only transforming the way patient information is handled; it is also revolutionising the way patients receive medical care.

     

    Telemedicine -- the use of information technology to remotely diagnose, treat, or continuously monitor patients - has been hailed the ‘next disruptor’ of the healthcare industry.

     

    In other words, the industry has at last recognised that waiting for hours at a doctor's office to ask a simple question or get a prescription can in some cases be so burdensome and frustrating that it can prevent patients from seeking medical help.

     

    About time, too. If every other aspect of our lives has been digitised -- from job hunting, to online dating, to doing the groceries -- why haven’t we yet digitised the process of receiving medical care?

     

    Often, a doctor’s check-up is so simple that all that is required is a quick verbal check of symptoms and a quick glance into the patient’s eyes.

     

    If this could be done remotely through video technology in less than five minutes, it benefits both the physician -- who can in turn help more patients on average -- and the patient, who needn’t risk becoming even more sick by leaving home and sitting in a crowded waiting room with other ill people.

     

    By empowering caregivers to remotely interact with their patients, telemedicine has the power to completely transform health care delivery, by making it far more affordable and available.

     

    In fact, it has already begun to do this: in 2018, over 7 million patients used some sort of a telemedicine service in the U.S., and that number is only expected to rise over the next few years. Over half of America’s hospitals already use some sort of telemedicine, and there are more than 200 telemedicine networks in the US alone. Inevitably, with anticipated growth comes unprecedented industry investment - and the telemedicine industry is no exception.

     

    There have been huge investments in the global telemedicine market in recent years, so much so that it is anticipated to grow from its current $38.3 billion valuation to an impressive $130.5 billion by 2025.

     

    This encompasses value derived not only from the services provided through telemedicine but the devices and platforms that support service delivery. 

     

    As healthcare companies look for ways to reduce costs and improve patient-centered care, more and more providers -- as well as investors -- are choosing to invest in shares in telehealth.

     

    According to recent studies, 56 percent of healthcare executives say they have already integrated telemedicine - and more specifically, software as a service (SaaS) business models - into organisation, while another 24 percent are currently looking to invest in telemedicine solutions.

     

    The remaining 20 percent are just beginning to become familiar with the opportunities presented by telehealth and telemedicine.

     

    One particular platform - Colorado-based CirrusMD, which gives patients access to a board-certified physician in less than a minute on the app or on the web - has seen the largest investment to date in the telemedicine world, with a further US$15 million in funding having just been granted for the expansion of its telemedicine portfolio.

     

    The money was raised through a series B funding round led by Drive Capital, bringing its total venture capital raised to $26 million altogether.

     

    Founded in 2012 by an emergency physician, the platform is available across 50 states and differs from other telemedicine platforms in that members don’t pay upfront to physicians. Instead, it teams up with integrated delivery networks who pay doctors by the hour to deliver services via its platform.

     

    CirrusMD is far from alone in the telemedicine sphere, mind you. It vies for the attention of patients alongside competitors Heal, Pager, Kry, HealthTap, Snap MD, Mfine, Pager, K Health, and Doctor on Demand, the latter of which just pulled in $50 million to continue expansion of its virtual doctor platform.

     

    Maven - the first telemedicine platform made specifically for women - just launched with $2.2 million in seed funding, and Spruce just raised a further $15 million for its new platform which caters to people with dermatology conditions.

     

    With 25 percent of consumers admitting they would willingly switch their primary care provider for one that offers more telehealth services, and with 75 percent of people saying they would be happy to attend a doctor’s appointment remotely, it's extremely likely that the telehealth and telemedicine industry will grow at an exponential rate in the next few years, paving the way for huge opportunities for those willing to invest in the digital infrastructure that supports it.

    james brown's curator insight, May 26, 2023 5:40 PM

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    March 30, 2020 6:30 PM
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    Telemedicine Checklist

    Telemedicine Checklist | AI in Healthcare | Scoop.it

    Telemedicine services are rapidly expanding, with many providers realizing that they can expand their reach and revenue by utilizing improved connectivity and convenient technology.

     

    Telemedicine takes several forms, including consultation directly in the office, school-based consultation to provide emergency services to students, home video consultations, and even integration of biometric data from a person’s health wearables.

     

    While telemedicine is indeed beneficial for all stakeholders, it is equally important for providers to make sure they are well-versed with the entire process before they step into it.

     

    In order to offer effective primary care and enable truly coordinate care, providers must consider all the planning element that are part of successful telemedicine ventures.

     

    Here are the important steps to be taken care of when starting telemedicine.

     

    1. Identify Your Mission and Goals

     

    Before you do anything to start the process at all, you must sit down and ask yourself certain questions. Why do you want to engage in telemedicine? What are your goals? Do you want to grow your practice? Are you looking to increase your access? Are you interested in saving time or making extra money? Do you think these goals are realizable?

     

    It is imperative to have the answers to these basic questions in mind, so you know which path to take right from the beginning.

     

    2. Identify Your Patients

     

    Once you know what you want to do and have a rough plan on how to achieve it, you must determine your target market and create your patient panel.

     

    Do you want to acquire new patients or merely communicate better with your existing patients? Which areas will your patients be in? What health issues will you focus on? Will your patients be tach-savvy millennials or older patients with caregivers? Knowing your patient panel will automatically narrow down and simplify the next steps in the process.

     

    3. Create a Relevant Profile

     

    As a provider, while you may have all your work experience listed down on your resume, it is essential to update it before diving into telemedicine and to make yourself seem suitable for the job.

     

    It is important to update and highlight licenses, since these are critical in matching you with potential positions and patients. Additionally, make sure you make your remote experience stand out, if any. You should also emphasize on the additional skills needed for a telemedicine provider, for example, listening and conversational skills.

     

    4. Manage Your Licenses

     

    Having multi-state licenses will ensure that you get the most-suited telemedicine position. While telemedicine recruiters may help you in obtaining licenses, there is no denying that they are looking for providers who already have licenses secured before they apply for the job.

     

    5. Research HIPAA-Compliant Platforms

     

    When considering where to apply, you must research which telemedicine platforms are HIPAA compliant. You should also consider whether the platforms you are looking at are cloud-based, what equipment do they require, what are the training requirements and options, what are the billing procedures, will you need IT support, will you be able to import patient data into your EHR, etc. 

     

    6. Reach Out to Telemedicine Recruiters

     

    Do some research on the latest clinical outcomes and trends in telemedicine, and then reach out to a recruiter to find you jobs in the area of expertise you would like to focus on.

     

    While you may search for jobs online, remember that this area of medicine is still relatively new, and recruiters can guide you and help you find the best jobs at top companies. Following this, make sure you speak to a few companies and evaluate their benefits before finalizing one.

     

    7. Acquire Legal Consultation

     

    It is wise to obtain legal advice on your telemedicine contract before you finalize it. This is especially necessary and beneficial if there are two organizations involve through your telemedicine practice.

     

    You must take into account state laws like prescribing laws, which may be different in the area your patients are. To keep a track of these matters, it is recommended that you have a legal counselor’s services handy.

     

    8. Assess Needs and Identify Resources

     

    Identify the needs of your telemedicine practice and identify the resources that you have at hand, and those you will need to acquire.

     

    At this point, you will also have to determine whether you need a team. If you do, you must focus on administrators, finance managers, clinical operations supervisors, and technical support personnel.

     

    9. Set Up Your Office

     

    This is perhaps the most important part of the telemedicine experience, because you will have to pick the perfect place to facilitate your telemedicine practice. Ideally, this can be a quiet and secluded corner of your home and must be set up to look professional on video calls.

     

    It is also important to make sure you acquire the best technological equipment, since your computer and your internet connection will be your most important tools in the process.

     

    10. Engage in Networking

     

    Once you are ready to indulge into the process, you must then insert yourself into the telemedicine circle of professionals. If you don’t find any people doing this in your area, it is wise to use social media to reach out to fellow professionals. Communicate with peers and follow different organizations.

     

    Additionally, attend telemedicine events around the country to create a constructive network and to learn from those doing similar work.

     

    Taking care of these essential steps should ensure the smooth beginning of your telemedicine career. Over time, successful providers not only continue to take steps to improve their care delivery and maximize patient satisfaction, but they also stay connected with industry peers.

     

    Eventually, if done right, this could be a life-changing move in your career and could potentially help you excel in the modern care delivery landscape.

    james brown's curator insight, May 26, 2023 5:39 PM

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    Artificial Intelligence and Data Management: AI Meets Healthcare Innovation

    Artificial Intelligence and Data Management: AI Meets Healthcare Innovation | AI in Healthcare | Scoop.it
    ““Remote patient monitoring is essentially going to put a rocket launcher on telemedicine,” says Waqaas Al-Siddiq, due to years of experimentation in healthcare technology with Artificial Intelligence (AI) and the lowering of costs.

    He credits the lowered cost for chips and connectivity, along with the proliferation of the Internet of Things (IoT), with creating a cross-pollination process – where technological advances in one area drive progress in another by clearing barriers to accessible, intelligent medicine. Al-Siddiq is the CEO of Biotricity, a remote patient monitoring company, and as such, is uniquely qualified to weigh in on emerging trends in healthcare and AI technology.

    Biotricity was created to fill a growing need for remote, proactive health monitoring. The company’s real-time, high-precision mobile telemetry solution enhances a physician’s ability to monitor a patient’s condition while enabling the patient to take an active role in managing their condition.

    Al-Siddiq explains how Biotricity was conceived:

    “We saw an interesting gap in the marketplace, in which there was a lot of technology and diagnostic equipment stuck in the hospital. It wasn’t cost-effective enough to bring to individuals within their homes so that they could manage their condition on an ongoing basis. Biotricity can now monitor the patient while they go about their daily life, because our intelligent medical-grade device is constantly monitoring and looking for any anomalies, it is basically interpreting and analyzing your ECG signal in real-time.”

    When there is a possible issue, an alert is sent to a call center. If it’s an emergency, Biotricity and other appropriate personnel can respond accordingly. Having started with the diagnostic cardiology market, the company is now planning to apply its proprietary remote monitoring platform across a spectrum of connected health applications, including fetal, sleep apnea, and COPD monitoring.”
    No comment yet.
    Rescooped by Angela Chammas, M.Ed., M.S., CPC from Market Research
    March 30, 2020 6:29 PM
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    Cognitive Computing and Artificial Intelligence in Healthcare Market to 2024 – Emerging Trends by Workflow Assistance, Fraud Detection Clinical Trial Participant and Fraud Detection

    Cognitive Computing and Artificial Intelligence in Healthcare Market to 2024 – Emerging Trends by Workflow Assistance, Fraud Detection Clinical Trial Participant and Fraud Detection | AI in Healthcare | Scoop.it

    Cognitive Computing and Artificial Intelligence Systems in Healthcare Market [167 Pages] Report forecasts revenue growth at global, regional, and country levels and provides an analysis on latest industry trends in each of the sub-segments from 2019 to 2024.


    Via MarketResearchView
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    Scooped by Angela Chammas, M.Ed., M.S., CPC
    March 30, 2020 6:27 PM
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    Benefits of Artificial Intelligence and Machine Learning in Healthcare

    Benefits of Artificial Intelligence and Machine Learning in Healthcare | AI in Healthcare | Scoop.it

    Artificial intelligence and machine learning are hot technology topics across many industries right now.

     

    In particular, the benefits of AI in healthcare has been gaining traction in the last two years and will continue to be popular as the technology grows and evolves.

     

    Here are a few of the top ways that healthcare can benefit from AI and machine learning. 

     

    Connecting Data 


    Data analysis is a massive topic in healthcare. As a society, we are increasingly adopting digital health, and as that increases, so does the amount of data and a variety of data sources.

     

    This data influx is overloading healthcare systems, and medical professionals are having a hard time finding a way to digest all of this raw data effectively.

     

    Processing data from multiple sources and providing predictive analysis from that data is one of the most significant benefits that AI can bring to healthcare.

     

    The healthcare industry is constantly plagued with the predicament of having data from multiple different sources and finding a way to consolidate and process that data into useful information for clinicians.

     

    AI can take disparate data from things like wearable devices, electronic health records, and lab testing and give doctors suggestions for care based on that analysis. This information can include disease risks, diagnosis suggestions, and pattern notifications in an increasingly efficient and accurate fashion. 

     

    Improving Patient Care 


    Predicting the chance of and detecting diseases with AI is a use that could genuinely change patient's lives. Using specialized algorithms with patient data sets and sources can help doctors and other medical professionals screen for diseases with a very high level of accuracy.

     

    The goal is not to replace medical professionals, but for those professionals to use AI as clinical decision support and “another set of eyes” to decrease the chance of errors.

     

    For example, using artificial intelligence to process a patient’s medical records and lab records can help predict the chances of diseases, including things like diabetes, cardiovascular disease, etc.

     

    Using AI to process this data can also help healthcare professionals understand patient patterns and see where potential patient needs may arise. AI technology can process more data faster than any human, making it a great compliment to any clinician's practice of medicine and a very efficient way of getting actionable data.

     

    Enhanced Patient Communication and Access 


    Promoting patient communication is paramount when looking to improve patient care. Utilizing technologies such as virtual nursing assistants can help to improve communication with healthcare providers and potentially reduce readmissions or unnecessary emergency room visits.

     

    Using AI, virtual nursing assistants can replicate nursing behavior and assist with patient questions, monitoring, reminders, and providing answers. When looking at patient access, especially in rural areas, AI can help to mitigate the impact of resource deficiencies in under-served or rural areas.

     

    For example, if a rural area does not have easy access to specialized radiologists, AI can be used to review x-ray’s and provide diagnostic recommendations.

     

    AI diagnostic duty assistance can help in various areas of medicine and can assist clinicians in under-resourced regions or locations. Again, this technology is to be used in conjunction with clinicians to help improve the accuracy of diagnoses and provide better care. 

     

    Healthcare is a very complex world, and as with any new technology, AI in healthcare is still being explored and refined. As AI continues to grow, it will continue to support human providers in providing better and faster care while also reducing costs.

     

    This technology will extend to different areas of healthcare in the coming years, transforming healthcare as a whole as well as individual patient care.

     

    All healthcare organizations should begin understanding the benefits and capabilities of artificial intelligence now to stay ahead of the curve and be prepared for the abilities to come. 

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    Rescooped by Angela Chammas, M.Ed., M.S., CPC from COMPARE RISK COMMUNICATION
    March 30, 2020 6:26 PM
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    Applied Artificial Intelligence in Healthcare Diagnosis

    Applied Artificial Intelligence in Healthcare Diagnosis | AI in Healthcare | Scoop.it
    “AI has accumulated plenty of information and experience. It has made technology not only smarter, but dynamic as well.AI too can perform deep learning.”
    Via Emilio Mordini
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    Rescooped by Angela Chammas, M.Ed., M.S., CPC from Digital Health
    March 30, 2020 6:26 PM
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    Opportunities For Artificial Intelligence (AI) in Healthcare Market is Growing due to Rising Needs of Self-Care and Real-Time Monitoring

    Opportunities For Artificial Intelligence (AI) in Healthcare Market is Growing due to Rising Needs of Self-Care and Real-Time Monitoring | AI in Healthcare | Scoop.it
    “An intelligence report has been added to the portfolio of WiseGuyreports titled, “Artificial Intelligence (AI) in Healthcare Market – Global Drivers, Oppor”
    Via Florian Morandeau
    Florian Morandeau's curator insight, March 7, 2018 12:33 AM

    AI finds wide application in precision medicine, real-time monitoring, drug development, and personal health assistants.