Applications of AI

Ambient AI Documentation and Patient Satisfaction in Outpatient Care: Retrospective Pilot Study

Eric Davis, Sarah Davis, Kristina Haralambides, Conrad Gleber, Gregg Nicandri

J Med Internet Res 2026 (Jan 26); 5(1):e78830

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Iterative Large Language Model–Guided Sampling and Expert-Annotated Benchmark Corpus for Harmful Suicide Content Detection: Development and Validation Study

Kyumin Park, Myung Jae Baik, YeongJun Hwang, Yen Shin, HoJae Lee, Ruda Lee, Sang Min Lee, Je Young Hannah Sun, Ah Rah Lee, Si Yeun Yoon, Dong-ho Lee, Jihyung Moon, JinYeong Bak, Kyunghyun Cho, Jong-Woo Paik, Sungjoon Park

JMIR Med Inform 2026 (Feb 05); 14:e73725

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Digital Phenotyping for Adolescent Mental Health: Feasibility Study Using Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data

Balasundaram Kadirvelu, Teresa Bellido Bel, Aglaia Freccero, Martina Di Simplico, Dasha Nicholls, A Aldo Faisal

J Med Internet Res 2026 (Feb 04); 28:e72501

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Ranking-Aware Multiple Instance Learning for Histopathology Slide Classification: Development and Validation Study

Ho Heon Kim, Gisu Hwang, Won Chan Jeong, Young Sin Ko

JMIR Med Inform 2026 (Feb 04); 14:e84417

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Using AI Algorithms and Machine Learning in the Analysis of a Bio-Purification Method (Therapeutic Emesis, Known as “Vamana Karma”): Protocol for a Mixed Methods Study

Pooja Rani, Sumit Kalra, Sachin Singh, Richard David, Ashutosh Ravi Gupta, Anandaraman P V

JMIR Res Protoc 2026 (Feb 03); 15:e79875

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Message Humanness as a Predictor of AI’s Perception as Human: Secondary Data Analysis of the HeartBot Study

Haruno Suzuki, Jingwen Zhang, Diane Dagyong Kim, Kenji Sagae, Holli A DeVon, Yoshimi Fukuoka

JMIR AI 2026 (Feb 03); 5:e67717

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Explainable AI Approaches in Federated Learning: Systematic Review

Titus Tunduny, Bernard Shibwabo

JMIR AI 2026 (Feb 03); 5:e69985

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Implementing an Artificial Intelligence Decision Support System in Radiology: Prospective Qualitative Evaluation Study Using the Nonadoption Abandonment Scale-Up, Spread, and Sustainability (NASSS) Framework

Sundresan Naicker, Paul Schmidt, Bruce Shar, Amina Tariq, Ashleigh Earnshaw, Steven McPhail

J Med Internet Res 2026 (Jan 28); 28:e80342

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The Development and Use of AI Chatbots for Health Behavior Change: Scoping Review

Lingyi Fu, Ryan Burns, Yuhuan Xie, Jincheng Shen, Shandian Zhe, Paul Estabrooks, Yang Bai

J Med Internet Res 2026 (Jan 28); 28:e79677

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Adaptive Feeding Robot With Multisensor Feedback and Predictive Control Using Autoregressive Integrated Moving Average–Feed-Forward Neural Network: Simulation Study

Shabnam Sadeghi-Esfahlani, Vahaj Mohaghegh, Alireza Sanaei, Zainib Bilal, Nathon Arthur, Hassan Shirvani

JMIR Form Res 2026 (Jan 27); 10:e69877

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Evaluating an AI Decision Support System for the Emergency Department: Retrospective Study

Yvette Van Der Haas, Wiesje Roskamp, Lidwina Elisabeth Maria Chang-Willems, Boudewijn van Dongen, Swetta Jansen, Annemarie de Jong, Renata Medeiros de Carvalho, Dorien Melman, Arjan van de Merwe, Marieke Bastian-Sanders, Bart Overbeek, Rogier Leendert Charles Plas, Marleen Vreeburg, Thomas van Dijk

JMIR AI 2026 (Jan 26); 5:e80448

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Patient Benefits in the Context of Sepsis-Related AI-Based Clinical Decision Support Systems: Scoping Review

Pascal Raszke, Godwin Denk Giebel, Jürgen Wasem, Michael Adamzik, Hartmuth Nowak, Lars Palmowski, Philipp Heinz, Nina Timmesfeld, Marianne Tokic, Frank Martin Brunkhorst, Nikola Blase

J Med Internet Res 2026 (Jan 26); 28:e76772

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Comprehensive Pediatric Health Risk Stratification Using an AI-Driven Framework in Children Aged 2 to 8 Years: Design and Validation Study

Zhihe Mao, Jundan Chen

JMIR Med Inform 2026 (Jan 26); 14:e80163

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Leveraging Large Language Models to Improve the Readability of German Online Medical Texts: Evaluation Study

Amela Miftaroski, Richard Zowalla, Martin Wiesner, Monika Pobiruchin

JMIR AI 2026 (Jan 23); 5:e77149

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Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Eric Pulick, Kyle A Carey, Tonela Qyli, Madeline K Oguss, Jamila K Picart, Leena Penumalee, Lily K Nezirova, Sean T Tully, Emily R Gilbert, Nirav S Shah, Urmila Ravichandran, Majid Afshar, Dana P Edelson, Yonatan Mintz, Matthew M Churpek

JMIR AI 2026 (Jan 16); 5:e81642

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The Role of AI in Improving Digital Wellness Among Older Adults: Comparative Bibliometric Analysis

Naveh Eskinazi, Moti Zwilling, Adilson Marques, Riki Tesler

JMIR AI 2026 (Jan 14); 5:e71248

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Utilization of AI Among Medical Students and Development of AI Education Platforms in Medical Institutions: Cross-Sectional Study

Xiaokang Shi, Zewu Jiang, Li Xiong, Ka-Chun Siu, Zhen Chen

JMIR Hum Factors 2026 (Jan 08); 13:e81652

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Intervention in Health Misinformation Using Large Language Models for Automated Detection, Thematic Analysis, and Inoculation: Case Study on COVID-19

Samira Malek, Christopher Griffin, Robert D Fraleigh, Robert Lennon, Vishal Monga, Lijiang Shen

J Med Internet Res 2026 (Jan 08); 28:e75500

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Assessing the Quality of AI Responses to Patient Concerns About Axial Spondyloarthritis: Delphi-Based Evaluation

Jiaxin Bai, Xiaojian Ji, Jiali Yu, Yiwen Wang, Yufei Guo, Chao Xue, Wenrui Zhang, Jian Zhu

JMIR AI 2026 (Jan 07); 5:e79153

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Personalized Machine Learning Intervention to Improve Sleep Quality Using Wearable Technology in Healthy Middle-Aged Adults From Mexico City: Protocol for a Pilot Randomized Controlled Trial

Rodrigo Quezada Reyes, Luis A Trejo

JMIR Res Protoc 2026 (Jan 06); 15:e76415

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