Digital Biomarkers and Digital Phenotyping

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Articles published in 2026 in this theme: 70 (scroll down to load remaining articles)

2026

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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Graph Network Feature Space Fusion for Predicting Irregularly Sampled Medical Time-Series Data: Deep Learning Model Development and Validation Study

Tianle Hong, Zedong Ren, Junfei Fang, Shichao Quan, Jingye Pan, Yezhi Lin

JMIR Med Inform 2026 (Jul 03); 14:e81145

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Medical documents flow into brain diagram, leading to brain health meter

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Automated Prediction of Glasgow Coma Scale Scores From Unstructured Electronic Health Records Using Natural Language Processing: Development and Validation Study

Marta Fernandes, Niels Turley, Haoqi Sun, Shibani S Mukerji, Lidia M V R Moura, M Brandon Westover, Sahar F Zafar

J Med Internet Res 2026 (Jun 29); 28:e81245

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Elderly woman with EEG cap receiving nasal spray for brain research

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Noninvasive Electrophysiological Biomarkers of Olfactory Responses Across Cognitive States in Alzheimer Dementia: Cross-Sectional Study

Juchan Ha, Junsoo Bok, Yunjin Lee, Yong Sung Kim, June Sic Kim, Hee-Jin Kim, Yongwoo Jang

JMIR Mhealth Uhealth 2026 (Jun 23); 14:e76245

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Mobile app dashboard showing activity over time graph and calendar heatmap.

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Predicting Affective Episodes in Bipolar Disorder Using Statistical Process Control Analysis of GPS-Based Mobility Patterns: Quantitative Study

Marvin Guth, Carl Bittendorf, Clemens Krug, Vera Miriam Ludwig, Esther Muehlbauer, Lisa-Marie Hartnagel, Emanuel Severus, Michael Bauer, Philipp Ritter, Ulrich W Ebner-Priemer

JMIR Mhealth Uhealth 2026 (Jun 22); 14:e77272

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Elderly man using smartphone voice assistant with audio waveform visualization

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A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study

Arifa Zahir, Jaehong Yu, Jin-Sun Jun, Kiwon Park, Ryul Kim, Hyundoo Jeong

JMIR Med Inform 2026 (Jun 11); 14:e94063

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Person checks smartwatch and smartphone for notifications.

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Sleep and Activity Patterns in Depression From Wearable Data: Unsupervised Clustering Study

Carolin Oetzmann, Yuezhou Zhang, Nicholas Cummins, Ewan Carr, Faith Matcham, Sara Siddi, Femke Lamers, Daniel Leightley, Katie M White, Amos A Folarin, Peter Annas, Josep Maria Haro, Brenda WJH Penninx, Srinivasan Vairavan, Til Wykes, Richard JB Dobson, Vaibhav A Narayan, Matthew Hotopf

J Med Internet Res 2026 (Jun 10); 28:e86900

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Medical professional analyzing patient data on futuristic holographic display

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Novel Online Platform for Trauma Care—Integrating Trauma Phenotypes to Optimize the Trauma and Injury Severity Score Model: Retrospective Cohort Study

Jotaro Tachino, Shigeto Seno, Hisatake Matsumoto, Tetsuhisa Kitamura, Shunichiro Nakao, Hiroshi Ogura, Jun Oda

JMIR Med Inform 2026 (Jun 02); 14:e90011

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Young woman using a stylus on a tablet in bed at night

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Recommendations for Research and Clinical Implementation of Ambulatory Assessment, Mood Monitoring, Digital Phenotyping, and Remote Measurement Technology in Mood Disorders: Synthesis of Systematic Review Findings

Laurence Astill Wright, Mat Rawsthorne, Neil Nixon, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jun 02); 13:e79501

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