Digital Biomarkers and Digital Phenotyping

Articles published in this theme: 351 (scroll down to load remaining articles)

2026

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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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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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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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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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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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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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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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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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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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Smartphone Keystroke Biomarkers as Predictors of Adverse Neuropsychiatric Sequelae After Trauma in Trauma Survivors: Prospective Observational Cohort Study

Nicole A Short, Xinming An, Yinyao Ji, Qinghua Li, Thomas C Neylan, Gari D Clifford, Stacey L House, Francesca L Beaudoin, Jennifer S Stevens, Sarah D Linnstaedt, Laura T Germine, John P Haran, Alan B Storrow, Christopher Lewandowski, Paul I Musey Jr, Phyllis L Hendry, Sophia Sheikh, Christopher W Jones, Brittany E Punches, Jose L Pascual, Mark J Seamon, Erica Harris, Claire Pearson, Roland C Merchant, Robert M Domeier, Niels K Rathlev, Brian J O'Neil, Paulina Sergot, Leon D Sanchez, Steven E Bruce, Ronald C Kessler, Karestan C Koenen, Kerry J Ressler, Samuel A McLean

J Med Internet Res 2026 (Jun 01); 28:e73771

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Wearable- and Mobile App–Based Activity Pacing and Fatigue Management in Post–COVID-19 Condition: Exploratory Observational Study

Nana Yaw Aboagye, Mark R Baker, Kenneth Baker, Silvia Del Din

JMIR Form Res 2026 (May 29); 10:e91829

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Modeling Negative Symptom Domain Neurobiology: Protocol for an Observational, Transdiagnostic, Translational Study

Dan Cătălin Oprea, Ilinca Untu, Diana-Sabina Vieru, Camelia Dascălu, Helene Speyer, Cristina Dobre, Ohad Green, Romeo Petru Dobrin, Michael Davidson, Jonathan Rabinowitz, Bogdan Ionel Tamba

JMIR Res Protoc 2026 (May 18); 15:e92115

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Using Digital Phenotyping for Depression Screening in Community-Dwelling Older Adults: Bayesian Multilevel Hurdle Model Machine Learning Approach

Moo-Kwon Chung, Hyo-Sang Lim, Sang Yup Lee, Hyo Seok Baek, Jinhee Lee, Kyoung Joung Lee, Taeksoo Shin, Min-Hyuk Kim, Sangwon Hwang, Erdenebayar Urtnasan, Ji Young Park, Dan Hee Kwon, Jin-kyung Lee

JMIR AI 2026 (May 15); 5:e69494

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Contribution of Longitudinal Mobile Health Measures in the Dynamic Track of Patients With Major Depressive Disorder: Multiple Centers, Prospective Cohort Study Using Functional Data Analysis and Machine Learning

Rou Zhong, Gang Wang, Xuequan Zhu, Yuan Feng, Nanxi Li, Le Xiao, Lei Feng

JMIR Mhealth Uhealth 2026 (May 11); 14:e81397

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Cough Audio Recognition for Early Detection of Respiratory Diseases: Algorithm Development and Validation Study

Wensheng Sun, Jiahao Zou, Na Yin, Jimin Sun, Wenying Fang, Ziping Miao, Shigui Yang

JMIR Med Inform 2026 (May 07); 14:e77295

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A Novel Combined Audiovisual-Semantic Digital Tool for Early-Stage Cognitive Decline Detection: Development and Validation Study

Qiwei Wu, Binyu Zhao, Zihao Zheng, Betsy Seah, Xueping Zhang, Jing Shao

JMIR Aging 2026 (May 05); 9:e91165

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At-Home Sleep Electroencephalography Assessment in Young and Older Adults Using a Novel Wireless Soft Electronics Sleep Monitoring System: Experimental Study

Hyeonseok Kim, Simran Saha, Aiden Wachnin, Seunghyeb Ban, Yoon Jae Lee, Youngjin Kwon, Jaeho Lee, Isha Chhabra, Sahana Ram, Chuu Nyan, Lynn Marie Trotti, Woon-Hong Yeo, Audrey Duarte

JMIR Form Res 2026 (May 04); 10:e80286

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Continuous Glucose Monitoring for Personalized Nutrition in Real-World Vively App Users: Retrospective Observational Study

Michelle R Jospe, Kelli M Richardson, Susan M Schembre

JMIR Hum Factors 2026 (Apr 29); 13:e80734

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Veteran Monitoring Initiative for Noninvasive Physiology and Depression (V-MIND) Exploring Physical Activity and Mental Health in UK Veterans: Protocol for an Observational Digital Phenotyping Study

Danielle Dryden, Daniel Leightley, Natasha Biscoe, Dominic Murphy

JMIR Res Protoc 2026 (Apr 29); 15:e73060

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Identifying Biomarkers Using a Portable, Home-Based Eye-Tracking System to Predict Short-Term Visual Fatigue Deterioration: Prospective Observational Feasibility Study

Fan Song, Guangyu Li, Jian Zhang, Zhen Tian, Mingge Li, Mengying Lai, Mingguang He, Yanxian Chen

JMIR Hum Factors 2026 (Apr 28); 13:e84479

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