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Triaging Casual From Critical—Leveraging Machine Learning to Detect Self-Harm and Suicide Risks for Youth on Social Media: Algorithm Development and Validation Study

Sarvech Qadir, Ashwaq Alsoubai, Jinkyung Katie Park, Naima Samreen Ali, Munmun De Choudhury, Pamela Wisniewski

JMIR Ment Health 2026;13:e76051

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Prediction of 12-Week Remission in Patients With Depressive Disorder Using Reasoning-Based Large Language Models: Model Development and Validation Study

Jin-Hyun Park, Hee-Ju Kang, Ji Hyeon Jeon, Sung-Gil Kang, Ju-Wan Kim, Jae-Min Kim, Hwamin Lee

JMIR Ment Health 2026;13:e83352

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Assessing Health Care Professionals’ Perceptions of a New System in Clinical Workflows: Systems Engineering Initiative for Patient Safety–Based Consensual Qualitative Research

Ye-Eun Park, Minsu Ock, Jae-Ho Lee, Dae-Hyun Ko, Hak-Jae Lee, Taezoon Park, Junsang Yoo, Yura Lee

J Med Internet Res 2026;28:e86166

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Evaluation of Hospice@Home for Home-Based Palliative Care: Development and Usability Pilot Study

So-Hi Kwon, Mikyoung Angela Lee, Young-Joo Kim, Seo-Hye Park, Min-Jeong Lee, Youngmin Han, A-Sol Kim

JMIR Form Res 2026;10:e79334

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Efficacy and Safety of Mobile App–Based Metamemory Cognitive Training for Mild Cognitive Impairment: Multicenter Randomized Clinical Trial

Sunyoung Kang, Jung-In Lim, Lukas Stenzel, Keun You Kim, Eosu Kim, Hong Jun Jeon, Doo-Heum Park, Hyun Kook Lim, YongSoo Shim, Jae-Won Jang, Yeshin Kim, Sanghoon Lee, Kee Hyung Park

JMIR Mhealth Uhealth 2026;14:e73464

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Effects of Game-Based Learning on Piano Music Knowledge Among Elementary School Pupils: Pretest-Posttest Quasi-Experimental Study

Yun Wang, Wee Hoe Tan, Qiaoling Ye, Tingting Gu

JMIR Serious Games 2026;14:e80766

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Deep Learning for Dynamic Prognostic Prediction in Minimally Invasive Surgery for Intracerebral Hemorrhage: Model Development and Validation Study

Jingxuan Wang, Jian Shi, Qing Ye, Danyang Chen, Yuhao Sun, Chao Pan, Yingxin Tang, Ping Zhang, Zhouping Tang

JMIR Med Inform 2026;14:e86327

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Identifying Over- and Underfunded Diseases by Comparing National Institutes of Health Funding for Skin Disease Research With US Skin Disease Burden According to 2021 Global Burden of Disease Data: Cross-Sectional Analysis

Aileen Park, Emily Woolhiser, Hannah Riva, Leo Wan, Haaris Kadri, Elizabeth Lamberty, Parker Juels, Sandra Jaroonwanichkul, Madison Reed, Catherine Hegedus, Dana Chen, Danielle Duffle, Jessica Kirk, Sydney Christensen, Emma Shelby, Robert Dellavalle

JMIR Dermatol 2026;9:e71468

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Efficacy and Safety of a Video Game–Like Digital Therapy Intervention for Chinese Children With Attention-Deficit/Hyperactivity Disorder: Single-Arm, Open-Label Pre-Post Study

Mengyi Bao, Shang Feng, Jiaheng Wang, Jia Ye, Jiangping Wang, Wenyu Li, Kewen Jiang, Lin Yao

JMIR Serious Games 2026;14:e76114

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Shadow-Induced Forgetting in a Game-Based Paradigm on Nonclinical Adults and Its Effects on Consciousness, Emotional Valence, and Temporal Dynamics: Crossover Study

Yoon Jin Cho, Ka Hyun Kim, Da Won Suh, In Seong Baek, Jung Hun Phee, Jae Yong Yu, Kyung Min Kim, Yu Rang Park

JMIR Serious Games 2025;13:e76946

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