Diagnostic Tools in Mental Health

Articles published in this theme: 352 (scroll down to load remaining articles)

2026

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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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BrainBaseline Assessment of Cognition and Everyday Functioning (“BRACE”-ing for the Future): Establishing iPad-Based Norms for Cognitive Function in the Multicenter AIDS Cohort Study and Women’s Interagency HIV Study Combined Cohort Study

Leah H Rubin, Pauline M Maki, Joan Severson, Adam Lieberman, Eran F Shorer, Sabina A Haberlen, Deborah R Gustafson, Michelle Floris-Moore, Valentina Stosor, Matthew J Mimiaga, Jamie Peven, Deborah L Jones, Anandi N Sheth, Kathleen M Weber, Amanda B Spence, Anjali Sharma, David E Vance, Raha M Dastgheyb

JMIR Ment Health 2026 (May 28); 13:e70207

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Ethics and Fairness Considerations in AI-Based Deception Detection Technologies for Mental Health Applications: Focus Group Study

Sayde Leya King, Serena Bhaskar, Julia Woodward, Tempestt Neal

JMIR AI 2026 (May 25); 5:e86633

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Comparing Stakeholders’ Perspectives on Parkinson Disease Management and Digital Technologies: Exploratory International Survey

Jamie Linnea Luckhaus, Anna Kharko, Charlotte Blease, Maria-Luisa Almarcha-Menargues, Natalia Del Campo, Sofia Balula Dias, Beatriz Alves, Björn H Falkenburger, Leontios Hadjileontiadis, Maria Hägglund, Sara Riggare, Therese Scott Duncan

JMIR Form Res 2026 (May 20); 10:e90377

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Detection of Posttraumatic Stress Disorder With Rest-Activity Data: Machine Learning Approach Using Wearable and Self-Report Data

Katherine Wislocki, Ghazal Naderi, Jessica L Borelli, Mark Pollack, Douglas A Granger, David P Cenkner, Margaret Canady, Helen J Burgess, Alyson K Zalta

JMIR Form Res 2026 (May 19); 10:e86025

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Cross-Dataset Evaluation of an Automated Video-Based Model for Detecting Tardive Dyskinesia Using the Clinician’s Tardive Inventory: Validation Study

Richard Trosch, Anthony Sterns, Bradley Grimm, Loren Larsen, Bretton Talbot, Fred Ma, Rakesh Ranjan, Carlene MacMillan, Joel Hughes, Joseph Friedman, Owen Muir

JMIR Ment Health 2026 (May 14); 13:e92197

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Combining Machine Learning Models and Screening to Enhance Suicide Risk Identification for American Indian Patients: Retrospective Cohort Study

Novalene Alsenay Goklish, Emily E Haroz, Rohan R Dayal, Valentín Q Sierra, Roy Adams, Francene Larzelere Sinquah, Paul Rebman, Jacob L Taylor

J Med Internet Res 2026 (May 11); 28:e82669

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Service Users’ Views on Digital Remote Monitoring for Psychosis: Survey Study

Xiaolong Zhang, Emily Eisner, Daniela Di Basilio, Cara Richardson, Joseph Firth, Sandra Bucci

JMIR Hum Factors 2026 (May 05); 13:e86152

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Benefit of the N-of-1 Approach Versus Aggregate Analysis in Tracking Individual Trajectories During Pregnancy: Comparison of Longitudinal Wearable Observational Studies

Tina Behrouzi, Jennifer Yu, Robin Yang, Adrien Boch, Anna Goldenberg, Sarah M Goodday, Stephen H Friend

JMIR Form Res 2026 (Apr 28); 10:e86203

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“Helpful in Thinking Through the Question”: Redesigning the Patient Health Questionnaire-8 for Depression Assessment to Enhance Patient Engagement and Understanding

Hannah Dorris, Jenna Sheldon, Courtney Sepucha, Emmanuel Kasuti Makau, Pape Sow Traoré, Elizabeth Murnane, Nicholas Jacobson

JMIR Hum Factors 2026 (Apr 21); 13:e76230

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Locus-Coeruleus Norepinephrine Functioning as a Predictor of Childhood Mental Health (LOCUS-MENTAL): Protocol for a Longitudinal Study

Iskra Todorova, Paula R Neubauer, Nico Bast

JMIR Res Protoc 2026 (Apr 20); 15:e89237

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Electrocardiogram-Based Mental Stress Detection Amid Everyday Activities Using Machine Learning: Model Development and Validation Study

Buelent Uendes, Alex Antonides, Sjors van de Ven, Denise Johanna van der Mee, Eco de Geus, Mark Hoogendoorn

J Med Internet Res 2026 (Apr 07); 28:e80450

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Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study

Ayal Klein, Jiayu Song, Jenny Chim, Liran Keren, Andreas Triantafyllopoulos, Björn Schuller, Maria Liakata, Dana Atzil-Slonim

JMIR Form Res 2026 (Mar 27); 10:e71230

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Measuring Accuracy (Classification Probabilities, Positive, and Negative Predictive Values) of Executive Function Electroencephalogram Metrics in Attention-Deficit/Hyperactivity Disorder Diagnosis: Protocol for and Perspectives From the SINCRONIA Study

Hilario Blasco-Fontecilla, Javier Sánchez-Cerezo, Irene Gómez, Georgelina Abreu-Fernández, Sandra Ortiz, Jesús F Villoria, Miguel Blanco, Ana García, Julia Ballesteros, Roldán Martínez, Gerardo Gálvez, Fernando Maestú, Álvaro López-Medrano

JMIR Res Protoc 2026 (Mar 27); 15:e79150

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Multimodal AI for Alzheimer Disease Diagnosis: Systematic Review of Datasets, Models, and Modalities

Ziwen Yu, Anthony Mulholland, Tianyan Huang, Qiang Liu

J Med Internet Res 2026 (Mar 25); 28:e85414

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Machine Learning–Based Audiovisual Phenotyping for Measuring Communication, Shared Decision-Making, and Trust

Shely Khaikin, Vineet Tiruvadi, Jeffrey Brooks, Alice Baird, Anne-Catherine Grela-Mpoko, Lindsey Hoffman, Jadyn Crossley, Menachem Leasy, Jaime Fineman, Margot Savoy, Laura Igarabuza, Anuradha Paranjape, Cheryl YS Foo, Michael L Birnbaum, Yaara Zisman-Ilani

JMIR Form Res 2026 (Mar 03); 10:e85906

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Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review

Lisa Busshart, Milica Petrovic, Rebeka Amin, Ulrich Hegerl

JMIR Mhealth Uhealth 2026 (Mar 02); 14:e70840

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Multimodal Virtual Reality Assessment of Medication Effects in Attention-Deficit/Hyperactivity Disorder and Its Distinction From Depression: Cross-Sectional Study

Laura Asché, Julian Pakos, Hannah Schrage, Johanna Schuder, Luisa Jung, Dario Sanchez, Benjamin Selaskowski, Annika Wiebe, Alexandra Philipsen, Niclas Braun

JMIR Hum Factors 2026 (Mar 02); 13:e85351

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A Digital Tool for Assessing the Distinct Effects of Depression, Anxiety, and Attention-Deficit/Hyperactivity Disorder (ADHD) on Children’s Emotional Cognitive Bias: Cross-Sectional Study

Sang-Eon Park, Jisu Chung, Sang Ah Lee

J Med Internet Res 2026 (Feb 25); 28:e86286

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Web-Based Application for Cognitive and Functional Assessments in Dementia Screening: Mixed Methods, User-Centered Development Approach

Nattaporn Piyaamornpan, Suwat Srisuwannanukorn, Kosit Tangthamrongthanawat, Pornsawan Mekhasingharak, Chatchawan Rattanabannakit, Saowalak Hunnangkul, Natthamon Wongkom, Vorapun Senanarong

JMIR Hum Factors 2026 (Feb 19); 13:e85454

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