Beyond the Snapshot: Continuous physiologic monitoring in clinical trials Vivalink’s CEO discusses how continuous physiologic monitoring is transitioning from a niche tool for early-stage feasibility studies to a core component of late-stage drug development.

Continuous monitoring is filling the gaps in clinical trials. Jiang Li (Vivalink CEO) explains how physiologic data boosts safety, efficacy & cuts sample size. #ClinicalTrials #WearableTech #DigitalBiomarkers #ContinuousMonitoring

Feeling proactive about your health? 💪 RE.DOCTOR makes it easy to track and share your vitals—so your care team can support you better, faster. 📲 Try it today: https://re.doctor/patient-reported-vital-signs/ #HealthTech #PatientCare #DigitalBiomarkers #REDOCTOR #HealthyHabits

Feeling proactive about your health? 💪 RE.DOCTOR makes it easy to track and share your vitals—so your care team can support you better, faster.
📲 Try it today: re.doctor/patient-re...
#HealthTech #PatientCare #DigitalBiomarkers #REDOCTOR #HealthyHabits

A Conversational Platform (Okaya) for Multimodal Digital Biomarkers of Fatigue, Cognition, and Mental Health: #feasibility Observational Study Background: Collection of multimodal data (video, audio, and text) can yield digital biomarkers relevant to mental health, fatigue, and cognition. However, the #feasibility and signal characteristics in operational populations remain underexplored. Objective: The objectives of this study were to (1) extract an evidence-based library of vision, speech, and language features; (2) assess the #feasibility of a fully remote conversational platform (Okaya) for collecting analyzable multimodal data; and (3) conduct preliminary signal checks for depression, fatigue, and cognition. Methods: Participants were recruited from the US Air Force and US Space Force. All participants completed the Okaya check-in, which included a voice conversation with a large language model. A total of 66 visual, acoustic, and text features were extracted from each interaction between the participant and the large language model. For validation purposes, the study also collected measures of depression (Patient Health Questionnaire–9), fatigue (#Cancer Fatigue Scale), and cognition (trail making test). We evaluated the #feasibility of the platform and correlation between the extracted features and the validated assessments. Results: A total of 8 unique participants contributed with 62 sessions over a period from March 6, 2025, to August 6, 2025. The platform was deemed feasible as 6 of the 8 participants opted to complete more than one session, and the 3 participants who provided feedback reported high overall experience and #usability. From the data perspective, preliminary correlations produced significant results for multiple potential digital biomarkers, including (1) pitch (=.047), volume SD (=.04), volume slope (=.04), automated readability index complexity (=.047), Flesch-Kincaid complexity (=.04), and Gunning Fog complexity (=.04) for depression; (2) pitch (=.009), volume SD (=.007), volume slope (=.02), average F2 formant frequency (=.03), Gunning Fog complexity (=.049), and eyelid droop (=.047) for fatigue; and (3) shimmer (=.03) for cognition. We also observed how features varied over time among participants with multiple sessions. Conclusions: The conversational and artificial intelligence (#AI)–enabled platform was feasible among an operational sample as a method to collect multimodal data correlated with depression, fatigue, and cognition. These results align with those for previously discovered digital biomarkers of mental health, fatigue, and cognition and inform the development of personalized models for each user while detecting anomalies in a remote monitoring setting.

JMIR Formative Res: A Conversational Platform (Okaya) for Multimodal Digital Biomarkers of Fatigue, Cognition, and Mental Health: #feasibility Observational Study #MentalHealth #DigitalBiomarkers #Fatigue #Cognition #Research

Cardiometabolic diseases can develop years before symptoms appear. A new blog by #empatica explores how #DigitalBiomarkers (HRV, EDA, sleep & activity) enable continuous monitoring of stress & physiology in daily life.
See how this is transforming research ➡️ timespan.eu/digital-biom...

RE.DOCTOR Digital Biomarker of Diabetes RE.DOCTOR Vitals: a cutting-edge remote health monitoring solution that leverages the power of digital biomarkers to detect early signs of diabetes.

🌐 From fitness to chronic care — RE.DOCTOR’s digital biomarker platform supports the full health continuum. For diabetes, it means proactive, personalized, and continuous monitoring.
🔗 See the full story:
re.doctor/re-doctor-di...
#DiabetesPrevention #HealthTech #DigitalBiomarkers #SmartphoneHealth

Former Zomato CEO backs temple-worn wearable to track brain blood flow, signaling a shift from food tech to human performance.

vist.ly/4tm9b

#longevity #BrainHealth #Neurotech #WearableTechnology #HumanPerformance #DigitalBiomarkers #HealthTech

RE.DOCTOR Digital Biomarker of Diabetes RE.DOCTOR Vitals: a cutting-edge remote health monitoring solution that leverages the power of digital biomarkers to detect early signs of diabetes.

🔬 Discover how digital biomarkers are revolutionizing diabetes detection: 👉 re.doctor/re-doctor-di...

#DiabetesDetection #DigitalBiomarkers #HealthTech #REDOCTORVitals #DiabetesPrevention #RemoteHealthMonitoring #DigitalHealth

RE.DOCTOR Vitals offers a clinically meaningful answer. By capturing key cardiovascular and autonomic digital biomarkers — including reduced HRV, elevated resting heart rate, and ANS indicators — it identifies early metabolic red flags before symptoms emerge. ✅ Non-invasive ✅ Real-time results ✅ Smartphone-based ✅ Scalable for telehealth This is the future of preventive diabetes care. 👉 https://re.doctor/re-doctor-digital-biomarker-of-diabetes/ #DiabetesCare #PreventiveMedicine #DigitalBiomarkers #REDOCTORVitals #Telehealth #HealthcareInnovation #Type2Diabetes #DiabetesScreening #mHealth

RE.DOCTOR Vitals offers a clinically meaningful answer.

✅ Non-invasive ✅ Real-time results ✅ Smartphone-based ✅ Scalable for telehealth

This is the future of preventive diabetes care.

👉 re.doctor/re-doctor-di...

#DiabetesCare #PreventiveMedicine #DigitalBiomarkers

RE.DOCTOR Digital Biomarker of Diabetes RE.DOCTOR Vitals: a cutting-edge remote health monitoring solution that leverages the power of digital biomarkers to detect early signs of diabetes.

📊 Digital biomarkers linked to early diabetes detection:

▪️ Reduced Heart Rate Variability (HRV) ▪️ Elevated resting heart rate ▪️ Stress Index elevation ▪️ ANS disruption signals

👉 re.doctor/re-doctor-di...

#DiabetesPrevention #DigitalBiomarkers #rPPG #REDOCTORVitals #Type2Diabetes #HealthInnovation

On capturing effects of medication change in Parkinson's disease with wrist accelerometry-based digital biomarkers Abstract: Parkinson’s disease (PD) motor symptoms are characterized by fluctuations, rendering their monitoring and therapy personalization challenging. Wrist-worn accelerometers serve as objective di...

📚 New @aiprognosis publication
“On capturing effects of medication change in Parkinson's disease with wrist accelerometry-based digital biomarkers” .

Exploring wrist-based #DigitalBiomarkers and medication-related motor changes in PD.

🔗 zenodo.org/records/1849...

#Parkinsonsdisease #Wearables

Japanese research team demonstrates a living skin graft that turns inflammatory signaling into a visible readout.

longevity.technology/news/biomark...

#longevity #Biomarkers #HealthMonitoring #DigitalBiomarkers #WearableTech #PrecisionHealth

Microsoft Forms

📢 Technology & Dementia PIA members: have you recently published an article on technology and dementia? Share your work with us here! 🧠💻 ⌚️
forms.cloud.microsoft/Pages/Respon...

@istaart.bsky.social #ISTAART #dementiaresearch #digitalbiomarkers #technology #AIinhealthcare

💡 #HealthCom2025 Highlight 2
The paper “A Deep Learning Approach for Parkinsonian Tremor Assessment Using Wearables” by Theocharis Chatzis and team at CERTH received the Best Workshop Paper Award 🏆

#ParkinsonsDisease #DigitalBiomarkers #Wearables #DeepLearning

Digital Biomarkers Market Size, Growth, Trends, Report 2035 Digital Biomarkers Market projected to grow at 11.43% CAGR, reaching USD 10.2 Billion by 2035, driving growth global trends, competitive industry analysis and outlook 2025-2035.

📲🧠 Smarter insights! #DigitalBiomarkers market reshaping precision medicine 🚀
#HealthTech #DigitalHealth #Biotech

www.marketresearchfuture.com/reports/digi...

📌 Ioannis Gerasimou (Aristotle University of Thessaloniki (AUTH)) presented the @aiprognosis.bsky.social paper “Wrist Accelerometry-based Digital Assessment of Slowness of Movement in Parkinson’s Disease: a Multi-Cohort Analysis” at #EMBC2025.

#ParkinsonsDisease #DigitalBiomarkers

@iprolepsis.bsky.social was featured at #GRAPPA2025 in Bogotá. Vasilis Charisis (AUTH) presented how the project uses digital phenotyping to support PsA care – highlighting smartphone typing and video-based tasks for assessing hand function.
#PsoriaticArthritis #DigitalBiomarkers #GRAPPA2025

The brain is a dynamic weather system – and it can be analyzed

#longevity #brainhealth #imaging #neurotech #digitalbiomarkers #futureofhealth

longevity.technology/news/making-...

✔️ We wrapped up the second and final day of the @aiprognosis.bsky.social 5th Plenary meeting with insightful presentations, productive discussions, and forward-looking planning.

#Parkinsons #Parkinsonsdisease #Digitalbiomarkers #Healthtech #Digitalhealthsolutions #HorizonEurope

🧠💬 Can speech reveal motor states in Parkinson’s disease? Our latest study shows: Yes, it can. 📄 rdcu.be/ekrQg

Proud to share this work with an amazing team and the @speedy-lab.bsky.social

#Parkinsons #SpeechAnalysis #MachineLearning #DigitalBiomarkers

CarDS Lab (@cardslab.bsky.social) will be in full force at #ACC25. We are presenting our work spanning:

#AI for cardiac diagnosis
#DigitalBiomarkers
#Precision inference from RCTs
#DigitalHealthPolicy
#NLP & #LLM #RAG for scalable phenotyping in the #EHR

See you in Chicago this weekend!

Attention performance classification based on eye tracking and machine learning Visual attention represents a key concept in cognitive performance and visual information processing. The relationship that exists between cognition, problem-solving, and attention can be explained an...

📢 Our paper 𝐀𝐭𝐭𝐞𝐧𝐭𝐢𝐨𝐧 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐜𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐛𝐚𝐬𝐞𝐝 𝐨𝐧 𝐞𝐲𝐞 𝐭𝐫𝐚𝐜𝐤𝐢𝐧𝐠 𝐚𝐧𝐝 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 has been published on 𝘐𝘌𝘌𝘌 𝘟𝘱𝘭𝘰𝘳𝘦: ieeexplore.ieee.org/document/109...

#DigitalBiomarkers #EyeTracking #CognitivePerformance #MachineLearning #ML #AI #ArtificialIntelligence

▶️ Prof. Maarten de Vos explains how AI and digital biomarkers from everyday devices like #smartphones and #smartwatches improve #Parkinson’s care through real-time data and monitoring.
Watch: www.youtube.com/watch?v=ztdh...

#parkinsonsdisease #healthtech #Digitalbiomarkers #digitalhealth

AIST and University of Michigan Unveil Smartwatch-Based Depression Detection Technology A groundbreaking collaboration between the Korea Advanced Institute of Science and Technology (KAIST) and the University of Michigan has resulted in a revolutionary method for detecting symptoms of de...

www.linkedin.com/pulse/aist-u...

KAIST and University of Michigan Unveil Smartwatch-Based Depression Detection Technology

kstrategyand.com/digital-heal...

#MentalHealthTech #KAIST #UniversityOfMichigan #MentalHealthMonitoring #TechForGood #DigitalBiomarkers #Humanteconomy #Humantec #KStrategyand

The global digital biomarkers market is set to grow from USD 3.0 billion in 2024 to USD 23.5 billion by 2032, with a remarkable CAGR of 29.0%!

Discover more insights: bitl.to/3jC2

#DigitalBiomarkers #HealthcareInnovation #MedTech #Biotechnology #MarketGrowth #DigitalHealth #pnsintelligence

Frontiers | Building an open-source community to enhance autonomic nervous system signal analysis: DBDP-autonomic

‼️New PUB alert‼️
This paper makes a strong case for continuing to make the Digital Biomarker Discovery Pipeline (DBDP) – Autonomic more collaborative, which will enable more robust and reproducible research in biobehavioral health! #autonomicnervoussystem #biobehavioralhealth #digitalbiomarkers

electronRx launches purpleDx app #CES2025 this Jan! The technology enables chronic #respiratory disease patients to monitor #digitalbiomarkers at home, while providing clinicians with real-time data to customise treatment plans.

🗞 #pressrelease electronrx.com/press-releas...

#VoiceAI #VocalBiomarkers #DigitalHealth #AI #ClinicalResearch #Healthcare #DigitalBiomarkers #Research

Field-Based Assessments of Behavioral Patterns During Shiftwork in Police Academy Trainees Using Wearable Technology - PubMed Circadian misalignment, as occurs in shiftwork, is associated with numerous negative health outcomes. Here, we sought to improve data labeling accuracy from wearable technology using a novel data pre-...

# circadian monitoring using wearables
pubmed.ncbi.nlm.nih.gov/35416084/
pubmed.ncbi.nlm.nih.gov/35475141/
pmc.ncbi.nlm.nih.gov/articles/PMC...

Shift work-related circadian interruptions can be quantified using wearables. Potential here for developing #DigitalBiomarkers of circadian disruption.

Follow @duke-big-ideas-lab.bsky.social for the latest #DigitalHealth research, including on #DigitalBiomarkers, #Wearables, #AI, #MachineLearning, & more!

Application areas in #diabetes ( #prediabetes & #type2diabetes ) & #InfectiousDisease & beyond.

#IDsky #MedSky #academicsky #AIsky #sciencesky