Natural Language Processing

Automated Safety Plan Scoring in Outpatient Mental Health Settings Using Large Language Models: Exploratory Study

Hayoung K Donnelly, Gregory K Brown, Kelly L Green, Ugurcan Vurgun, Sy Hwang, Emily Schriver, Michael Steinberg, Megan E Reilly, Haitisha Mehta, Christa Labouliere, Maria A Oquendo, David Mandell, Danielle L Mowery

JMIR Ment Health 2026 (Jan 08); 13:e79010

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Reliability of Large Language Model Generated Clinical Reasoning in Assisted Reproductive Technology: Blinded Comparative Evaluation Study

Dou Liu, Ying Long, Sophia Zuoqiu, Di Liu, Kang Li, Yiting Lin, Hanyi Liu, Rong Yin, Tian Tang

J Med Internet Res 2026 (Jan 08); 28:e85206

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Development and Validation of a Generative Artificial Intelligence-Based Pipeline for Automated Clinical Data Extraction From Electronic Health Records: Technical Implementation Study

Marvin N Carlisle, William A Pace, Andrew W Liu, Robert Krumm, Janet E Cowan, Peter R Carroll, Matthew R Cooperberg, Anobel Y Odisho

JMIR Bioinform Biotech 2026 (Jan 06); 7:e70708

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Effect of AI-Based Natural Language Feedback on Engagement and Clinical Outcomes in Fully Self-Guided Internet-Based Cognitive Behavioral Therapy for Depression: 3-Arm Randomized Controlled Trial

Mirai So, Yoichi Sekizawa, Sora Hashimoto, Masami Kashimura, Hajime Yamakage, Norio Watanabe

J Med Internet Res 2026 (Jan 05); 28:e76902

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Predictors of Professional Responses in Nonprofit Mental Health Forums: Interpretable Machine Learning Analysis

Shuang Geng, Yanghui Li, Jie Wang, Peixuan Chen, Xusheng Wu, Zhiqun Zhang

J Med Internet Res 2026 (Jan 05); 28:e74359

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Identifying Patient Sentiment in Atopic Dermatitis Treatment: Large Language Model Approach

Jack Alexander Cummins, JiaDe Yu

JMIR Form Res 2026 (Jan 02); 10:e78054

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