Methods and New Tools in Mental Health Research

Exploring the Perspectives of Older Adults on a Digital Brain Health Platform Using Natural Language Processing: Cohort Study

Huitong Ding, Katherine Gifford, Ludy C Shih, Kristi Ho, Salman Rahman, Akwaugo Igwe, Spencer Low, Zachary Popp, Edward Searls, Zexu Li, Sanskruti Madan, Alexa Burk, Phillip H Hwang, Ileana De Anda-Duran, Vijaya B Kolachalama, Rhoda Au, Honghuang Lin

JMIR Form Res 2024 (Nov 18); 8:e60453

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AI for Analyzing Mental Health Disorders Among Social Media Users: Quarter-Century Narrative Review of Progress and Challenges

David Owen, Amy J Lynham, Sophie E Smart, Antonio F Pardiñas, Jose Camacho Collados

J Med Internet Res 2024 (Nov 15); 26:e59225

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The Effects of Virtual Reality–Based Reminiscence Therapies for Older Adults With Cognitive Impairment: Systematic Review

Qian Mao, Zhen Zhao, Lisha Yu, Yang Zhao, Hailiang Wang

J Med Internet Res 2024 (Nov 12); 26:e53348

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Predicting Prefecture-Level Well-Being Indicators in Japan Using Search Volumes in Internet Search Engines: Infodemiology Study

Myung Si Yang, Kazuya Taira

J Med Internet Res 2024 (Nov 11); 26:e64555

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Preliminary Feasibility of a Novel Mind-Body Program to Prevent Persistent Concussion Symptoms Among Young Adults With Anxiety: Nonrandomized Open Pilot Study

Molly Elizabeth Becker, Nadine Stratton Levey, Gloria Y Yeh, Joseph Giacino, Grant Iverson, Noah Silverberg, Robert A Parker, Ellen McKinnon, Caitlin Siravo, Priyanca Shah, Ana-Maria Vranceanu, Jonathan Greenberg

JMIR Form Res 2024 (Nov 08); 8:e64540

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Exploring Psychotherapists’ Attitudes on Internet- and Mobile-Based Interventions in Germany: Thematic Analysis

Anne Sophie Hildebrand, Jari Planert, Alla Machulska, Lena Maria Margraf, Kati Roesmann, Tim Klucken

JMIR Form Res 2024 (Nov 07); 8:e51832

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Facilitating Thought Progression to Reduce Depressive Symptoms: Randomized Controlled Trial

Shai-Lee Yatziv, Paola Pedrelli, Shira Baror, Sydney Ann DeCaro, Noam Shachar, Bar Sofer, Sunday Hull, Joshua Curtiss, Moshe Bar

J Med Internet Res 2024 (Nov 07); 26:e56201

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The Journey From Nonimmersive to Immersive Multiuser Applications in Mental Health Care: Systematic Review

Iveta Fajnerova, Lukáš Hejtmánek, Michal Sedlák, Markéta Jablonská, Anna Francová, Pavla Stopková

J Med Internet Res 2024 (Nov 07); 26:e60441

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Automated Speech Analysis for Risk Detection of Depression, Anxiety, Insomnia, and Fatigue: Algorithm Development and Validation Study

Rachid Riad, Martin Denais, Marc de Gennes, Adrien Lesage, Vincent Oustric, Xuan Nga Cao, Stéphane Mouchabac, Alexis Bourla

J Med Internet Res 2024 (Oct 31); 26:e58572

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Automated Real-Time Tool for Promoting Crisis Resource Use for Suicide Risk (ResourceBot): Development and Usability Study

Daniel DL Coppersmith, Kate H Bentley, Evan M Kleiman, Adam C Jaroszewski, Merryn Daniel, Matthew K Nock

JMIR Ment Health 2024 (Oct 31); 11:e58409

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Evaluating the Implementation and Clinical Effectiveness of an Innovative Digital First Care Model for Behavioral Health Using the RE-AIM Framework: Quantitative Evaluation

Samuel S Nordberg, Brittany A Jaso-Yim, Pratha Sah, Keke Schuler, Mara Eyllon, Mariesa Pennine, Georgia H Hoyler, J Ben Barnes, Lily Hong Murillo, Heather O'Dea, Laura Orth, Elizabeth Rogers, George Welch, Gabrielle Peloquin, Soo Jeong Youn

J Med Internet Res 2024 (Oct 30); 26:e54528

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Digital Phenotypes of Mobile Keyboard Backspace Rates and Their Associations With Symptoms of Mood Disorder: Algorithm Development and Validation

Qimin Liu, Emma Ning, Mindy K Ross, Andrea Cladek, Sarah Kabir, Amruta Barve, Ellyn Kennelly, Faraz Hussain, Jennifer Duffecy, Scott A Langenecker, Theresa M Nguyen, Theja Tulabandhula, John Zulueta, Alexander P Demos, Alex Leow, Olusola Ajilore

J Med Internet Res 2024 (Oct 29); 26:e51269

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Co-Designing a Digital App to Support Young People’s Patient and Public Involvement and Engagement (VoiceIn): Development and Usability Study

Alison Branitsky, Penny Bee, Sandra Bucci, Karina Lovell, Simon Foster, Pauline Whelan

JMIR Hum Factors 2024 (Oct 24); 11:e53394

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Enhancing Suicide Risk Prediction With Polygenic Scores in Psychiatric Emergency Settings: Prospective Study

Younga Heather Lee, Yingzhe Zhang, Chris J Kennedy, Travis T Mallard, Zhaowen Liu, Phuong Linh Vu, Yen-Chen Anne Feng, Tian Ge, Maria V Petukhova, Ronald C Kessler, Matthew K Nock, Jordan W Smoller

JMIR Bioinform Biotech 2024 (Oct 23); 5:e58357

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Large Language Models for Mental Health Applications: Systematic Review

Zhijun Guo, Alvina Lai, Johan H Thygesen, Joseph Farrington, Thomas Keen, Kezhi Li

JMIR Ment Health 2024 (Oct 18); 11:e57400

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Using Biosensor Devices and Ecological Momentary Assessment to Measure Emotion Regulation Processes: Pilot Observational Study With Dialectical Behavior Therapy

Shireen L Rizvi, Allison K Ruork, Qingqing Yin, April Yeager, Madison E Taylor, Evan M Kleiman

JMIR Ment Health 2024 (Oct 09); 11:e60035

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Clinical Use of Mental Health Digital Therapeutics in a Large Health Care Delivery System: Retrospective Patient Cohort Study and Provider Survey

Samuel J Ridout, Kathryn K Ridout, Teresa Y Lin, Cynthia I Campbell

JMIR Ment Health 2024 (Oct 02); 11:e56574

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The Most Effective Interventions for Classification Model Development to Predict Chat Outcomes Based on the Conversation Content in Online Suicide Prevention Chats: Machine Learning Approach

Salim Salmi, Saskia Mérelle, Renske Gilissen, Rob van der Mei, Sandjai Bhulai

JMIR Ment Health 2024 (Sep 26); 11:e57362

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Empathy Toward Artificial Intelligence Versus Human Experiences and the Role of Transparency in Mental Health and Social Support Chatbot Design: Comparative Study

Jocelyn Shen, Daniella DiPaola, Safinah Ali, Maarten Sap, Hae Won Park, Cynthia Breazeal

JMIR Ment Health 2024 (Sep 25); 11:e62679

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Data Integrity Issues With Web-Based Studies: An Institutional Example of a Widespread Challenge

Blandine French, Camilla Babbage, Katherine Bird, Lauren Marsh, Mirabel Pelton, Shireen Patel, Sarah Cassidy, Stefan Rennick-Egglestone

JMIR Ment Health 2024 (Sep 16); 11:e58432

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