Digital Biomarkers and Digital Phenotyping

Articles published in this theme: 340 (scroll down to load remaining articles)

2026

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

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

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Digital Phenotyping via Passive Network Traffic Monitoring: Prospective Observational Study in University Students

Rameen Mahmood, Annabelle David, Donghan Hu, Nabil Alshurafa, Lou M Haux, Josiah Hester, Andrew Kiselica, Shinan Liu, Chenxi Qiu, Chao-Yi Wu, Zachary Beattie, Jeffrey Kaye, Danny Yuxing Huang

JMIR Form Res 2026 (Apr 27); 10:e84618

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Integrating Data Visualizations Into Digital Mental Health Care for Adults With Anxiety and Depression: Participatory Design and Case Study

Katherine Lim, Rebekah Bodner, Kathryn Taylor Ledley, Shiwei Wang, Luke S Scheuer, John Torous

J Particip Med 2026 (Apr 24); 18:e90255

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Acute Physiological and Emotional Responses to a Brief 24-Minute Yoga Session: Randomized Exploratory Pilot Study With Waitlist Comparison

Ying Zhou, Ping Chen, Yuma Morisaki, Naoko Yamada, Risa Kuwahara, Atsuro Tsutsumi, Akihiro Nomura

JMIR Form Res 2026 (Apr 13); 10:e87077

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Predicting Momentary Suicidal Ideation From Smartphone Screenshots Using Vision-Language Models: Prospective Machine Learning Study

Ross Jacobucci, Wenpei Shao, Veronika Kobrinsky, Brooke Ammerman

JMIR Ment Health 2026 (Apr 08); 13:e90581

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Information Void in Asymptomatic Chronic Disease: A Digital Health Framework for Understanding Social Media Health Information Seeking in Young Adults

Victoria Sze Min Ekstrom

JMIR Infodemiology 2026 (Apr 07); 6:e86489

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Targeted Real-Time Assessment of Chronic Pain (TRAC-Pain) in Youth: Protocol for a Digital Biosignature Development Through a Prospective Observational Cohort Study

Anna H Bailes, Chi-Hung Shu, Alan Chang, Sahrish Masood, Nicole Jehl, Aliyah Davis, Jeremy Giberson, Casey Cashman, Allison Hill, Javed Gill, Ryan S McGinnis, Ellen W McGinnis, Nima Aghaeepour, Laura E Simons

JMIR Res Protoc 2026 (Apr 06); 15:e84781

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Validity of Smartphone-Based Measurement for Assessing Lower Limb Power for Sarcopenia and Frailty Discrimination: Cross-Sectional Study

Shuichi P Obuchi, Hisashi Kawai, Takeshi Kera, Keigo Imamura, Manami Ejiri, Hirohiko Hirano, Kazushige Ihara, Hiroyuki Sasai, Yoshinori Fujiwara

JMIR Form Res 2026 (Apr 06); 10:e83805

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Role of Digital Biomarkers in Physiological Signal-Based Depression Assessment: Systematic Review and Meta-Analysis

Hyeongsuk Lee, Seung-Gul Kang, SeonHeui Lee

J Med Internet Res 2026 (Apr 02); 28:e76432

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor–Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study

James Patrick Moon, Khalid Abdul Jabbar, Tony Chin Ian Tay, Laura Tay, Rathi Mahendran, Tze Pin Ng, Shian Ming Tan, Wilbur Zhi Hao Koh, Weng Yan Ying, Ah-Hwee Tan, Tih-Shih Lee, Iris Rawtaer

JMIR Res Protoc 2026 (Apr 01); 15:e79490

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Video-Based Gait Assessment Using Machine Learning to Classify Age and Sex in Low-Resource Settings: Cross-Sectional Study

Chanchanok Aramrat, Poppy Alice Carson Mallinson, Papangkorn Inkaew, Pusit Seepheung, Nutchar Wiwatkunupakarn, Nida Buawangpong, Nick Birk, Judith Lieber, Santhi Bhogadi, Hemant Mahajan, Santosh Kumar Banjara, Bharati Kulkarni, Sanjay Kinra, Chaisiri Angkurawaranon

JMIR Form Res 2026 (Mar 30); 10:e76755

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Identifying Hemophagocytic Lymphohistiocytosis and Describing Outcomes Using Computable Phenotypes: Retrospective Cohort Study

Suheyla Ocak, Martin Yi, Agata Wolochacz, Ida Mehrdadi, Ahmed Naqvi, Sumit Gupta, Lillian Sung, Adam P Yan

JMIR Cancer 2026 (Mar 26); 12:e87347

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section