Diagnostic Tools in Mental Health

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

2026

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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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Detecting Pediatric Emergency Service Use for Suicide and Self-Harm: Multimodal Analysis of 3828 Encounters

Juliet Beni Edgcomb, Angshuman Saha, Alexandra Klomhaus, Elyse Tascione, Chrislie G Ponce, Joshua J Lee, Theona Tacorda, Bonnie T Zima

JMIR Ment Health 2026 (Feb 04); 13:e82371

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Personal Agency Support Questionnaire in Acute Psychiatric Inpatients: Development and Instrument Validation Study

Tomomi Kajiwara, Yuta Hayashi, Masami Sugihara, Rie Chiba

Asian Pac Isl Nurs J 2026 (Feb 03); 10:e83366

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Evaluating the Efficacy of AI-Based Interactive Assessments Using Large Language Models for Depression Screening: Development and Usability Study

Zheng Jin, Jiaxing Hu, Dandan Bi, Kaibin Zhao, Huan Yu

JMIR Form Res 2026 (Jan 13); 10:e78401

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Evidence for Digital Mental Health Assessment Tools in the Post–COVID-19 Era: Protocol for a Systematic Review on Diagnostic Accuracy Across Age Groups

Kathryn Babbitt, Erin Lucy Funnell, Nayra Martin-Key, Eleanor Barker, Sabine Bahn

JMIR Res Protoc 2026 (Jan 05); 15:e73492

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2025

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Deep Learning Approaches for Classifying Children With and Without Autism Spectrum Disorder Using Inertial Measurement Unit Hand Tracking Data: Comparative Study

John Mutersbaugh, Wan-Chun Su, Anjana Bhat, Amir Gandjbakhche

JMIR Med Inform 2025 (Dec 22); 13:e73440

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Observer-Independent Assessment of Content Overlap in Mental Health Questionnaires: Large Language Model–Based Study

Annkathrin Böke, Hannah Hacker, Millennia Chakraborty, Luise Baumeister-Lingens, Jasper Vöckel, Julian Koenig, David HV Vogel, Theresa Katharina Lichtenstein, Kai Vogeley, Lana Kambeitz-Ilankovic, Joseph Kambeitz

JMIR AI 2025 (Dec 11); 4:e79868

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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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Gender Differences in Trajectories of Depressive Symptoms Among Talkspace Clients: Naturalistic Observational Study

Meghan Romanelli, Julien Rouvere, Isaac A Sanders, Aarthi Padmanabhan, Emily Peake, Thomas D Hull, Tim Althoff

JMIR Form Res 2025 (Dec 03); 9:e75290

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Pain Cues in People With Dementia: Scoping Review

Urška Smrke, Ana Milošič, Izidor Mlakar, Matic Kadiš, Satja Mulej Bratec

JMIR Ment Health 2025 (Nov 27); 12:e75671

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Initial Development of a Multidimensional Computerized Adaptive Test for Intensive Longitudinal Assessment of Suicide Risk: Development and Usability Study

Kenneth McClure, Brooke A Ammerman, Cheng Liu, Miguel Blacutt, Connor O'Brien, Ross Jacobucci

JMIR Form Res 2025 (Nov 26); 9:e76544

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Using Digital Phenotypes to Identify Individuals With Alexithymia in Posttraumatic Stress Disorder: Cross-Sectional Study

Tomas Meaney, Vijay Yadav, Isaac Galatzer-Levy, Richard Bryant

JMIR Ment Health 2025 (Nov 13); 12:e83575

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Evaluation of a Digital, Self-Administered, Cognitive Test Battery in Older Adult Patients Undergoing Abdominal Surgery: Nonrandomized Feasibility Trial

Anahita Amirpour, Markus Saarijärvi, Jeanette Eckerblad, Gabriela Markovic, Anders Thorell, Ulrica Nilsson, Lina Bergman

JMIR Form Res 2025 (Nov 07); 9:e71911

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