WEARABLES - INSIDABLES - IOT - CONNECTED DEVICES - QUANTIFIEDSELF
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WEARABLES - INSIDABLES - IOT - CONNECTED DEVICES - QUANTIFIEDSELF

Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses

From www.thelancet.com

Wearable activity trackers offer an appealing, low-cost tool to address physical inactivity.
This systematic review of systematic reviews and meta-analyses (umbrella review) aimed
to examine the effectiveness of activity trackers for improving physical activity
and related physiological and psychosocial outcomes in clinical and non-clinical populations.
Seven databases (Embase, MEDLINE, Ovid Emcare, Scopus, SPORTDiscus, the Cochrane Library,
and Web of Science) were searched from database inception to April 8, 2021.
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[2505.03784] Insulin Resistance Prediction From Wearables and Routine Blood Biomarkers

From arxiv.org

Insulin resistance, a precursor to type 2 diabetes, is characterized by impaired insulin action in tissues. Current methods for measuring insulin resistance, while effective, are expensive, inaccessible, not widely available and hinder opportunities for early intervention. In this study, we remotely recruited the largest dataset to date across the US to study insulin resistance (N=1,165 participants, with median BMI=28 kg/m2, age=45 years, HbA1c=5.4%), incorporating wearable device time series data and blood biomarkers, including the ground-truth measure of insulin resistance, homeostatic model assessment for insulin resistance (HOMA-IR). We developed deep neural network models to predict insulin resistance based on readily available digital and blood biomarkers. Our results show that our models can predict insulin resistance by combining both wearable data and readily available blood biomarkers better than either of the two data sources separately (R2=0.5, auROC=0.80, Sensitivity=76%, and specificity 84%). The model showed 93% sensitivity and 95% adjusted specificity in obese and sedentary participants, a subpopulation most vulnerable to developing type 2 diabetes and who could benefit most from early intervention. Rigorous evaluation of model performance, including interpretability, and robustness, facilitates generalizability across larger cohorts, which is demonstrated by reproducing the prediction performance on an independent validation cohort (N=72 participants). Additionally, we demonstrated how the predicted insulin resistance can be integrated into a large language model agent to help understand and contextualize HOMA-IR values, facilitating interpretation and safe personalized recommendations. This work offers the potential for early detection of people at risk of type 2 diabetes and thereby facilitate earlier implementation of preventative strategies.
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SensorLM: Learning the language of wearable sensors

From research.google

Wearable devices, from smartwatches to fitness trackers, have become ubiquitous, continuously capturing a rich stream of data about our lives. They record our heart rate, count our steps, track our fitness and sleep, and much more.
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Ce stéthoscope alimenté par l’IA pourrait révolutionner la médecine moderne

From www.papergeek.fr

Des chercheurs viennent de présenter un accessoire médical révolutionnaire. Il s’agit d’un « simple » stéthoscope doté de capteurs alimentés par l’intelligence artificielle, capable de détecter de nombreuses pathologies en…
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Wearable Devices Improve Parkinson’s Medication Adjustments: Trial

From bioengineer.org

In an era where precision medicine is progressively reshaping the landscape of neurological care, a groundbreaking study published in npj Parkinson’s Disease unveils compelling evidence supporting the integration of wearable technology in the management of Parkinson’s disease.
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Google unveils enhanced wearable sensor technology SensorLM

From www.mobihealthnews.com

The tech giant's SensorLM analyzes data from wearables to provide personalized insights into how everyday life affects one's body.
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Your Patient’s Smartwatch Could Be a Legal Time Bomb

From www.medscape.com

Your patient’s smartwatch tracks more than steps. It could drag you into a legal gray zone.
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Cardiosense wins FDA clearance for wearable heart monitor

From www.medtechdive.com

The device captures various types of heart data that could be used in AI models for cardiovascular parameters with the aim of lowering barriers to monitoring.
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Mobile Health Biometrics to Enhance Exercise and Physical Activity Adherence in Type 2 Diabetes (MOTIVATE-T2D): a decentralised feasibility randomised controlled trial delivered across the UK and C...

From bmjopen.bmj.com

Lire l'article complet sur : bmjopen.bmj.com

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MenstruAI : une serviette hygiénique pour détecter des maladies

From www.futura-sciences.com

Faut-il avoir recours à l’intelligence artificielle pour mieux se réapproprier son corps ? Une multitude d’objets connectés, dopés à l’IA, ont envahi le marché de la santé, offran
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Quel usage pour des capteurs passifs dans les psychoses?

From www.numerikare.be

Une revue scientifique publiée en janvier 2025 dans npj Digital Medicine offre un panorama inédit sur l’usage croissant des capteurs numériques dans le suivi des troubles psychotiques. Plus de 200 études analysées révèlent un virage discret, mais décisif, dans la manière d’observer les symptômes psychiatriques à distance.
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Wearables Track Medication Impact on Parkinson’s Motor Symptoms

From bioengineer.org

In recent years, the landscape of Parkinson’s disease management has been dramatically transformed by the advent of wearable technology.A groundbreaking systematic review, led by Packer, Debelle, Bailey, and colleagues, published in npj Parkinson’s Disease, illuminates how these devices are revolutionizing...
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Richard Platt's curator insight, June 3, 1:46 PM

 In recent years, the landscape of Parkinson’s disease management has been dramatically transformed by the advent of wearable technology.A groundbreaking systematic review, led by Packer, Debelle, Bailey, and colleagues, published in npj Parkinson’s Disease, illuminates how these devices are revolutionizing...
Richard Platt's curator insight, June 4, 3:12 AM

 In recent years, the landscape of Parkinson’s disease management has been dramatically transformed by the advent of wearable technology.A groundbreaking systematic review, led by Packer, Debelle, Bailey, and colleagues, published in npj Parkinson’s Disease, illuminates how these devices are revolutionizing...
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I wore the Whoop 5.0 - it gave me the best of Oura Ring, Apple Watch, and more

From www.zdnet.com

The health tracker brand has unveiled several medical-minded features, like ECG and blood pressure monitoring, for its Whoop 5.0 and Whoop MG launch.
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Richard Platt's curator insight, June 12, 10:45 AM

The health tracker brand has unveiled several medical-minded features, like ECG and blood pressure monitoring, for its Whoop 5.0 and Whoop MG launch. 
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Digital biomarkers in early Alzheimer's disease from wearable or portable technology: a scoping review | medRxiv

From www.medrxiv.org

medRxiv - The Preprint Server for Health Sciences...
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Advancing perioperative care with digital applications and wearables | npj Digital Medicine

From www.nature.com

The rapid increase in real-time health information collected from wearable devices has allowed digital biomarkers to emerge as a promising tool to support perioperative care, including surgical prehabilitation, intra-operative guidance, and post-operative monitoring.
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Biolinq raises $100M for intradermal glucose sensor for type 2 diabetes

From www.mobihealthnews.com

The company's patch uses intradermal electrochemical sensors to monitor glucose levels and provide metabolic insights to individuals with type 2 diabetes not on insulin.
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Scaling wearable foundation models

From research.google

Wearable devices that measure physiological and behavioral signals have become commonplace. There is growing evidence that these devices can have a meaningful impact promoting healthy behaviors, detecting diseases, and improving the design and implementation of treatments.
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Richard Platt's curator insight, April 25, 5:43 PM

Wearable devices that measure physiological and behavioral signals have become commonplace. There is growing evidence that these devices can have a meaningful impact promoting healthy behaviors, detecting diseases, and improving the design and implementation of treatments.
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Samsung, Stanford Medicine collaborate on Galaxy Watch sleep apnea feature

From www.mobihealthnews.com

The research initiative aims to enhance the Galaxy Watch’s sleep apnea detection feature and ultimately create AI-powered tools for proactive sleep health management.
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Richard Platt's curator insight, April 12, 3:08 AM

 The research initiative aims to enhance the Galaxy Watch’s sleep apnea detection feature and ultimately create AI-powered tools for proactive sleep health management.
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The History, Evolution and Future of Continuous Glucose Monitoring (CGM)

From www.mdpi.com

Continuous glucose monitoring (CGM) and flash glucose monitoring (FGM) systems have revolutionized diabetes management by delivering real-time, dynamic insights into blood glucose levels. This article provides a concise overview of the evolution of CGM technology, highlights emerging innovations...
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Your next Apple Watch or smart ring could have a feature that transforms healthcare

From www.zdnet.com

From Apple and Samsung to Oura and Withings, the health tech space is changing to not only deliver insights into a person's health but also connect them with medical professionals.
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Richard Platt's curator insight, February 19, 10:11 PM

From Apple and Samsung to Oura and Withings, the health tech space is changing to not only deliver insights into a person's health but also connect them with medical professionals
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AI-Driven Baby Care Systems : ai baby companion

From www.trendhunter.com

ai baby companion - SiriuXense’s UniWhale AI Baby Companion is the world-first AI-driven baby care system and a CES 2025 Innovation Awards Honoree in the Digital...
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AI Heart Health Mirrors : FaceHeart CardioMirror

From www.trendhunter.com

FaceHeart CardioMirror - Wearable devices often need skin contact and days of data collection to provide insights into vital signs, whereas the FaceHeart CardioMirror can d...
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Irish Startup Snags $120M for Heart Failure Implant

From medcitynews.com

FIRE1 raised $120 million for its Norm system — a heart failure monitor implant that seeks to keep patients out of the hospital.
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Two OTC continuous glucose monitors won awards at CES - and you can try them now

From www.zdnet.com

These over-the-counter CGMs from health brands Dexcom and Abbott make glucose monitoring affordable and accessible. Here's how they can help you - no prescription necessary.
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LAMBATTAN Nawelle's curator insight, January 8, 4:15 PM
This article highlights two affordable continuous glucose monitors (CGMs) that stole the spotlight at CES, and for good reason. These over-the-counter devices offer real-time glucose tracking, making it easier and more accessible for people with diabetes to manage their health. The accompanying video showcases just how compact and user-friendly these monitors are—no prescription required. It’s incredible to see technology breaking barriers and empowering individuals to take control of their condition in ways that weren’t possible before.
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VIV™ Ring: The World's 1st Smart Ring with Generative Sleep Aid Sound at CES 2025

From www.prnewswire.com

/PRNewswire/ -- VIV Health is thrilled to announce the upcoming launch of the VIV™ Ring, the world's first smart ring equipped with Generative Sleep aid sound,...
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This topic is curated by Lionel Reichardt / le Pharmageek

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