Applications of AI

Artificial Intelligence Applications in Medical Devices for Personalized Health Care Solutions: Systematic Review

Hemanth Ponnambalath Mohanadas, A Manikandan, Ahmad Fauzi Ismail, Nick Tucker, Saravana Kumar Jaganathan

J Med Internet Res 2026 (Mar 04); 28:e72410

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Facial Expression–Based Evaluation of the Emotion Estimation Software Kokoro Sensor in Healthy Individuals: Validation and Reliability Pilot Study

Shota Yoshihara, Satoru Amano, Kayoko Takahashi

JMIR AI 2026 (Feb 26); 5:e81868

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Assessment of the Modified Rankin Scale in Electronic Health Records With a Fine-Tuned Large Language Model: Development and Internal Validation

Luis Silva, Marcus Milani, Sohum Bindra, Salman Ikramuddin, Megan Tessmer, Kaylee Frederickson, Abhigyan Datta, Halil Ergen, Alex Stangebye, Dawson Cooper, Kompal Kumar, Jeremy Yeung, Kamakshi Lakshminarayan, Christopher Streib

JMIR AI 2026 (Feb 25); 5:e82607

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Explaining the Slow Adoption of AI Innovations in Health Care: Network Analysis Approach

Petra Apell, Sara Locher, Annie Milde, Henrik Eriksson

JMIR AI 2026 (Feb 23); 5:e60458

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Application of AI Models for Preventing Surgical Complications: Scoping Review of Clinical Readiness and Barriers to Implementation

Kjersti Mevik, Ashenafi Zebene Woldaregay, Eva Lindell Jonsson, Miguel Tejedor, Claire Temple-Oberle

JMIR AI 2026 (Feb 17); 5:e75064

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Evaluation of Large Language Models for Peer Review in Transplantation Research: Algorithm Validation Study

Selena Ming Shen, Zifu Wang, Krittika Paul, Meng-Hao Li, Xiao Huang, Naoru Koizumi

JMIR AI 2026 (Feb 11); 5:e84322

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Leveraging AI for Analysis of Digital Health Information on Cancer Prevention Among Arab Youth and Adults: Content Analysis

Alia Komsany, Obada Al Zoubi, Laetitia Sebaaly, Gabrielle Harrison, Orysya Soroka, Safa ElKefi, David Scales, Erica Phillips, Laura C Pinheiro, Israa Ismail, Perla Chebli

JMIR Infodemiology 2026 (Feb 09); 6:e77888

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

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

JMIR AI 2026 (Feb 06); 5: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

Jundan Chen, Zhihe Mao

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

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