Bipolar Disorders

Articles published in this theme: 78 (scroll down to load remaining articles)

2026

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Enhancing Predictive Accuracy of Mood Symptoms Using Wearable Devices and Machine Learning in Bipolar Disorder

P Keerthana Nair, Priyanka Renita D'Souza

JMIR Med Inform 2026 (Mar 12); 14:e92172

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Dropout, Attrition, Adherence, and Compliance in Mood Monitoring and Ambulatory Assessment Studies for Depression and Bipolar Disorder: Systematic Review and Meta-Analysis

Laurence Astill Wright, James Roe, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jan 12); 13:e83765

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Mood Monitoring, Mood Tracking, and Ambulatory Assessment Interventions in Depression and Bipolar Disorder: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Laurence Astill Wright, Georgina Shajan, Daljit Purewal, Jonathan Stone, Madiha Majid, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jan 07); 13:e84020

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Demographic and Clinical Characteristics Influencing Ecological Momentary Assessment Compliance in Individuals With Bipolar Disorder: Observational Study

Linru Yin, Minghui Li, Jinhao Li, Xiaofei Hou, Jianan Song, Xinyan Li, Yue Tong, Xinyue Zhou, Lidan Yuan, Huifang Yin, Guangming Xu

JMIR Form Res 2026 (Jan 07); 10:e74223

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2025

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Differentiating Pediatric Bipolar Disorder, Attention-Deficit/Hyperactivity Disorder, and Other Psychopathologies Using Self-Reported Mood and Energy Data and Actigraphy Findings: Correlation and Machine Learning–Based Prediction of Mood Severity

Rasim S Diler, Farzan Vahedifard, Boris Birmaher, Satish Iyengar, Maria Wolfe, Brianna N Lepore, Mariah Chobany, Halimah Abdul-Waalee, Greeshma Malgireddy, Jonathan A Hart, Michele A Bertocci

JMIR Ment Health 2025 (Dec 04); 12:e78163

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Automated Speech Analysis for Screening and Monitoring Bipolar Depression: Machine Learning Model Development and Interpretation Study

Sooyeon Min, Tae-Sung Yeum, Daun Shin, Sang Jin Rhee, Hyunju Lee, Han-Sung Lee, Seongmin Park, Jihwa Lee, Yong Min Ahn

JMIR Med Inform 2025 (Dec 04); 13:e79093

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Adverse Events of Mood Monitoring and Ambulatory Assessment in Depression and Bipolar Disorder: Systematic Review and Meta-Analysis

Laurence Astill Wright, Jonathan Monk-Cunliffe, Boliang Guo, Richard Morriss

JMIR Ment Health 2025 (Oct 23); 12:e79500

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The User Experience of Ambulatory Assessment and Mood Monitoring in Bipolar Disorder: Systematic Review and Meta-Synthesis of Qualitative Studies

Laurence Astill Wright, Madiha Majid, Matthew Moore, Goldie Momoh, Renee Patil, Georgina Shajan, Daljit Purewal, Shireen Patel, Richard Morriss

J Med Internet Res 2025 (Oct 17); 27:e71525

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Using Wearable Device and Machine Learning to Predict Mood Symptoms in Bipolar Disorder: Development and Usability Study

Chia-Tung Wu, Ming H Hsieh, I-Ming Chen, Lian-Yin Jhao, Ding-Shan Liu, Ssu-Ming Wang, Chia-Ting Wu, Yi-Ling Chien

JMIR Med Inform 2025 (Sep 16); 13:e66277

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A Recovery-Oriented Suicide Prevention Program Led by Peer Specialists for Veterans With Serious Mental Illness: Protocol for a Pilot Randomized Controlled Trial

Samantha Chalker, Jillian Carter, Yuki Imai, Colin Depp, Matthew Chinman

JMIR Res Protoc 2025 (Aug 20); 14:e66182

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Sodium Oxybate as a Potential New Treatment for Catatonia in Patients With Depression, Bipolar Disorder, or a Psychotic Disorder: Protocol for a Randomized Controlled Trial

Lilian Bot, Josine G van Mill, Laetitia J C A Smarius, Adriaan W Hoogendoorn, Bram W C Storosum, Christiaan H Vinkers, Gabriel E Jacobs, Gert Jan Lammers, Hanna M Heller, Jantine C A Colen-de Koning, Joris J B van der Vlugt, Marloes S Oudijn, Martijn S van Noorden, Pierre M Bet, Rolf Fronczek, Heleen S van der Heijden, Sjors M M Lange, Ysbrand D van der Werf, Eric R van Exel

JMIR Res Protoc 2025 (Jul 24); 14:e68356

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Fourier Transform Analysis of GPS-Derived Mobility Patterns for Diagnosis and Mood Monitoring of Bipolar and Major Depressive Disorders: Prospective Study

Ting-Yi Lee, Ching-Hsuan Chen, Chih-Min Liu, I-Ming Chen, Hsi-Chung Chen, Shu-I Wu, Chuhsing Kate Hsiao, Po-Hsiu Kuo

J Med Internet Res 2025 (Jul 15); 27:e71658

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Using Digital Phenotyping to Discriminate Unipolar Depression and Bipolar Disorder: Systematic Review

Rongrong Zhong, XiaoHui Wu, Jun Chen, Yiru Fang

J Med Internet Res 2025 (May 23); 27:e72229

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A Brief Video-Based Intervention to Improve Digital Health Literacy for Individuals With Bipolar Disorder: Intervention Development and Results of a Single-Arm Quantitative Pilot Study

Emma Morton, Sahil S Kanani, Natalie Dee, Rosemary Xinhe Hu, Erin E Michalak

J Particip Med 2025 (May 09); 17:e59806

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A Social Media Study of Portrayals of Bipolar Disorders on YouTube: Content and Thematic Analyses

Eric Mayor, Lucas M Bietti

J Med Internet Res 2025 (Apr 25); 27:e67129

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Acoustic and Natural Language Markers for Bipolar Disorder: A Pilot, mHealth Cross-Sectional Study

Cristina Crocamo, Riccardo Matteo Cioni, Aurelia Canestro, Christian Nasti, Dario Palpella, Susanna Piacenti, Alessandra Bartoccetti, Martina Re, Valentina Simonetti, Chiara Barattieri di San Pietro, Maria Bulgheroni, Francesco Bartoli, Giuseppe Carrà

JMIR Form Res 2025 (Apr 16); 9:e65555

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Using Natural Language Processing Methods to Build the Hypersexuality in Bipolar Reddit Corpus: Infodemiology Study of Reddit

Daisy Harvey, Paul Rayson, Fiona Lobban, Jasper Palmier-Claus, Clare Dolman, Anne Chataigné, Steven Jones

JMIR Infodemiology 2025 (Mar 06); 5:e65632

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Improving the Utility, Safety, and Ethical Use of a Passive Mood-Tracking App for People With Bipolar Disorder Using Coproduction: Qualitative Focus Group Study

Laurence Astill Wright, Matthew Moore, Stuart Reeves, Elvira Perez Vallejos, Richard Morriss

JMIR Form Res 2025 (Feb 07); 9:e65140

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Barriers and Facilitators of User Engagement With Digital Mental Health Interventions for People With Psychosis or Bipolar Disorder: Systematic Review and Best-Fit Framework Synthesis

Emily Eisner, Sophie Faulkner, Stephanie Allan, Hannah Ball, Daniela Di Basilio, Jennifer Nicholas, Aansha Priyam, Paul Wilson, Xiaolong Zhang, Sandra Bucci

JMIR Ment Health 2025 (Jan 20); 12:e65246

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The Trifecta of Industry, Academic, and Health System Partnership to Improve Mental Health Care Through Smartphone-Based Remote Patient Monitoring: Development and Usability Study

C Neill Epperson, Rachel Davis, Allison Dempsey, Heinrich C Haller, David J Kupfer, Tiffany Love, Pamela M Villarreal, Mark Matthews, Susan L Moore, Kimberly Muller, Christopher D Schneck, Jessica L Scott, Richard D Zane, Ellen Frank

JMIR Form Res 2025 (Jan 07); 9:e57624

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