Digital Biomarkers and Digital Phenotyping

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2016

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Articles published in this theme: 369 (scroll down to load remaining articles)

2026

Child with headphones lying in bed, looking at a smartphone

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The Preliminary Efficacy and Feasibility of SMILE Serious Game for Adolescents and Young Adults: Protocol for Cluster Randomized Multisite Adaptive Trial Design

Ewelina Smoktunowicz, Jan Maciejewski, Magdalena Lesnierowska, Magdalena Pietrzak, Franziska Großwendt, Gwendolyn Mayer, Jobst-Hendrik Schultz, Nelli Tschobur, Mel McKendrick, Helen Stocks, Francesca Floris, Dina Guglielmi, Zouhair Haddi, Carlo Mazzola, Izidor Mlakar, Urška Smrke, Laura Fernández García, Esther Parra Vidales, Elisa Sáez Muñoz, Sebastian Bruchhaus, Matthias Hemmje, Dominic Heutelbeck, Dah Diarra, Habib Nasser, Alex Butean, Marco Polak, Panagiota Mourettou, Angelos Parmatzias, Ula Kolinska, Matthias Schwannauer

JMIR Res Protoc 2026 (Sep 03); 15:e96292

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Woman sleeping with a CPAP mask for sleep apnea treatment

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Characteristics of Abdominal Movement Signals Measured by a Wireless Abdomen-Worn Sensor During Home Sleep Apnea Testing: Pilot Observational Study

Thi Hang Dang, Nam-Hwan Sung, Hyung-ki Min, Seongmun Kim, Heein Yoon, Franklin Bien

JMIR Form Res 2026 (Sep 01); 10:e93351

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Woman with dreadlocks checking her smartwatch outdoors in winter

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The Representation of Different Populations in Studies Assessing the Validity of Consumer Wearable Photoplethysmography-Based Measurements: Scoping Review

Rebecca M Schipper, Fatime Oumar Djibrillah, Meyke Roosink, Laura Winkens, Arlene John, Eric Hazebroek, Annemieke Witteveen, Agnes A M Berendsen

JMIR Mhealth Uhealth 2026 (Aug 28); 14:e87324

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Two men examine a smartwatch displaying health metrics.

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A One-Year Study Using Digital Biomarkers From Sensing Technologies to Assess Changes in Physical Activity Levels and Sleep Quality in Nursing Home Residents With Dementia: Observational Study

Lydia D Boyle, Monica Patrascu, Bettina S Husebo, Kristoffer Haugarvoll, Ole Martin Steihaug, Brice Marty

JMIR Nursing 2026 (Aug 28); 9:e95194

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Medical team performs echocardiogram on patient to view heart

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Operationalizing AI-Enabled Cardiovascular Biomarkers: A Clinician-Centered Framework for Validation, Governance, and Workflow Integration

Dabeluchi Chiedozie Ngwu

JMIR Cardio 2026 (Aug 28); 10:e103401

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Surgeon interacting with futuristic medical displays of brain, heart, and DNA

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Digital Phenotyping in Health Research: Scoping Review of Methods, Gaps, and Opportunities

Nolwenn Badier, Alice Lafitte, Audrey Difernand, Gloria A Aguayo, Guy Fagherazzi, Jukka-Pekka Onnela, Benjamin Vittrant, Bastien Lechat, Quentin De Larochelambert, Jean-François Toussaint, Lidia Delrieu

J Med Internet Res 2026 (Aug 27); 28:e91747

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Woman using smartphone, digital brain with heart, mental wellness

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Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions

Simon Schreynemackers, Johannes Leimhofer, Milica Petrovic, Hanna Reich, Sascha Ludwig, Andreas Dominik, Dominik Heider, Ulrich Hegerl, the MONDY Consortium

JMIR Form Res 2026 (Aug 25); 10:e99204

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Woman's brain and nervous system with network connections, symbolizing cognition

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How Social Media Analysis Offers an Opportunity to Understand the Reality of People Living With Multiple Sclerosis: Descriptive French Study

Emmanuelle Leray, Stéphane Schück, Pamela Voillot, Nathalie Texier

JMIR Infodemiology 2026 (Aug 19); 6:e88763

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Woman sleeping peacefully on a white pillow in bed

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Validation and Feasibility of a Consumer-Grade Wearable Sleep Monitoring Device and an Exploratory Evaluation of Sleep Characteristics and Associated Factors Among Nurses: Observational Cohort Study

Siew Hoon Lim, Fazila Aloweni, Phyllis Ong, Shin Yuh Ang

JMIR Nursing 2026 (Aug 19); 9:e96912

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Man with head down, arms crossed over knees, looking sad

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Conceptualization From the Sensors to Suicide-Related Outcomes: Scoping Review Based on Layered Hierarchical Sensemaking Framework

Sohee Kim, Jinyeong Kim, Wai Tong Chien, Tzu Tsun Luk, Yu Zhang, Zhen Yang Abel Tan, Eunju Park, Heejung Kim

JMIR Mhealth Uhealth 2026 (Aug 13); 14:e98616

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Doctor and patient looking at tablet, discussing health results

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Barriers and Enablers to Integrating Patient-Generated Health Data in Shared Decision-Making From Health Care Professional and Patient Perspectives: Scoping Review

Pavithren V S Pakianathan, Devender Kumar, Jayathissa Prabath, Rada Hussein, Josef Niebauer, Albrecht Schmidt, Jan Smeddinck

JMIR Mhealth Uhealth 2026 (Aug 10); 14:e85197

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Woman using smartphone in a park with glowing digital lines

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Software Reference Architecture for Real-Time Mobile Digital Phenotyping: Evaluation of System Designs

Ian Kim, Thomas N Robinson, Byron B Reeves, Nick Haber, Nilàm Ram

JMIR Form Res 2026 (Aug 07); 10:e87320

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Weibo app showing influenza incidence, anxiety, and social media posts

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Temporal Dynamics of Influenza-Associated Anxiety Symptom Linguistic Markers on Weibo (2023-2024): Observational Study

Yifan Ou, Gert-Jan de Bruijn, Peter Johannes Schulz

JMIR Infodemiology 2026 (Aug 07); 6:e88849

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Young woman with eyes closed in deep breathing exercise outdoors

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Sighing Dynamics as a Candidate Digital Biomarker for Anxiety in Daily Life Using Wearable Respiratory Monitoring: Intensive Longitudinal Study

Xinying Zhao, Yue Li, Jiafeng Wang, Lizhu Zhang, Anfeirea Jialin, Qi An, Yunfan Fu, Cheng Yao, Wei Deng

JMIR Form Res 2026 (Aug 07); 10:e89485

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Woman wearing mask uses phone to navigate Hong Kong street with double-decker bus

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Mobility Patterns and Mental Health During the COVID-19 Pandemic: Longitudinal Observational Study Using Smartphone Mobility Data

Owen Ngo Wang Leung, Linda Chiu Wa Lam, Ronald C Kessler, Pim Cuijpers, Samuel Yeung Shan Wong, Arthur Dun Ping Mak

JMIR Form Res 2026 (Jul 27); 10:e79711

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Digital illustration of human body with connected health data icons for heart, lungs, and wearable tech.

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Beyond Teleconsultation: Exploring the Role of Mobile Health Technologies in Duchenne Muscular Dystrophy

Eliza Wasilewska, Alessandro Onofri, Andrzej Wasilewski, Jan Wasilewski, Jacek Nasiłowski, Sylwia Małgorzewicz, Marek Niedoszytko

JMIR Form Res 2026 (Jul 21); 10:e92290

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Four business professionals in suits looking at their smartphones outdoors

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Modeling Short-Term Symptom Changes and Behavioral Subtypes of Depression and Anxiety in the General Population: Observational Study Using Smartphone Data

Sun Min Kim, Hyeon Gyu Park, Jae Wook Shin, Sungkyu Park, Dooyoung Jung, Sukhan Lee, Sang Won Lee, Ji Hyu Park, Sung Woo Joo, Hwang Kim, Young Tak Jo, Sungahn Ko, Ahyoung Choi, Jungwook Rhim, Jae Hyun Yoo, Jungsun Lee

JMIR Form Res 2026 (Jul 14); 10:e88083

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Woman with smartwatch drinks juice, checking health data on her wrist.

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Week-Ahead Prediction of High-Risk Drinking Episodes Among Young Adults Using Wearable Biosignals and Psychological Vulnerabilities: Prospective Observational Machine Learning Study

Jae Seok Kwak, Hae Kook Lee, Sun-Jin Jo, Jun Hyuk Kwon, Sun Jung Kwon, Yena Kim, Haejung Lee

JMIR Mhealth Uhealth 2026 (Jul 10); 14:e88223

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Man with headphones on phone at outdoor cafe table with coffee and sunglasses

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Real-Time Smartphone Monitoring Assessments as a Cognitive Biomarker of Alzheimer Disease: Protocol for a Development Study

Meaghan McKenna, John Torous, Eden Rozenblit, Matthew Flathers, Sean Ryan, Andrew Jin Soo Byun, Chun Lim

JMIR Res Protoc 2026 (Jul 03); 15:e93259

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Doctors reviewing patient data on tablet and clipboard

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