Artificial Intelligence

Articles published in this theme: 2440 (scroll down to load remaining articles)

2026

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Machine Learning and Deep Learning Models for Predicting Future Falls in Community-Dwelling Older Adults: Systematic Review and Meta-Analysis of Longitudinal Evidence

Ying Gao, Doudou Xu, Xinru Li, Jue Wang, Linbin Wang, Beiwen Wu, Haifeng Zhao, Xian Qiu, Weiyi Zhu

J Med Internet Res 2026 (May 14); 28:e84844

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Maturity, Safety, and Equity of AI-Enabled Systems and Triage in Integrated Primary Care

Siaw-Teng Liaw

J Med Internet Res 2026 (May 14); 28:e97341

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From Flow to Feature Using a Proof-of-Concept Spectral-Driven Machine Learning Approach Using Smart Urinary and Drainage Catheter Systems: Algorithm Development and Validation

Leonardo Poggi, Anastasia Meckler, Sebastian Künert, Julia Jeske, Ramsi Siaj, Thanusiah Selvamoorthy, Michael Fabian Berger, Felix Nensa, Judith Kohnke, Bernadette Hosters, Jennifer Brendt-Müller, Mario Roser, René Hosch

JMIR Med Inform 2026 (May 14); 14:e80829

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Leveraging Multimodal Large Language Models for Fall Risk Reduction in Older Adults in the Home: Proposed Model Design

Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M Chavre, Jeremy Cha, Robert Pugliese

JMIR Aging 2026 (May 13); 9:e77591

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Early Detection of Alzheimer's Disease and Related Dementias From Spontaneous Speech Using Foundation Speech and Language Models: Comparative Evaluation

Jingyu Li, Lingchao Mao, Xi Mao, Hairong Wang, Zhendong Wang, Xuelei Sherry Ni

JMIR Form Res 2026 (May 13); 10:e79411

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Plain Language Summarization of Environmental Health Research Using Generative AI: Community-Engaged Qualitative Study

Katherine Wade, Lauren B Anderson, Evelyn M Medley, Ted Smith

J Med Internet Res 2026 (May 13); 28:e87118

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Public Expectations for Food and Drug Administration Approval of AI-Based Clinical Decision Support Tools: Quantitative Study

Gloria Maria Carmona Clavijo, Paige Nong, Sean Tan, Jodyn Platt

JMIR AI 2026 (May 12); 5:e84315

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Expert Evaluation and Consensus on GPT-4o Summaries of Clinical Letters: Validation and Results of the Framework and Implementation of AI Tools Project

Mieke Deschepper, Helga Rogge, Kirsten Colpaert

JMIR Med Inform 2026 (May 11); 14:e90374

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Explainable AI for Well-Being Prediction From Lifestyle Data: 2-Study Design

Flore Vancompernolle Vromman, Corentin Vande Kerckhove, Joël Gagnon, Camille Pelletier, Yannick Dufresne, Simon Coulombe

JMIR Ment Health 2026 (May 08); 13:e88750

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Machine Learning–Based Multidimensional Oximetry for Obstructive Sleep Apnea Screening: Development and External Validation

Xuanyu Qian, Haitong Luo, Rong Ding, Tianming Gao, Haoan Wang, Pengliang Wu, Ning Li

JMIR Med Inform 2026 (May 08); 14:e80384

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Governing Patient-Facing AI-Generated Video in Digital Health: A Risk-and-Ethics Matrix for Deployment, Monitoring, and Change Control

Yongzheng Hu, Wei Jiang

J Med Internet Res 2026 (May 08); 28:e91940

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Barriers and Facilitators to Patient Acceptance of Artificial Intelligence in Health Care: Systematic Review

Huiqin Shi, Jingying Huang, Jin Yang, Mengbo Han

J Med Internet Res 2026 (May 08); 28:e80581

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Clinical Context Variables Collectively Rival Model Choice in Embedding-Based Retrieval: Multi-Corpus Benchmark Study

Yngve Mikkelsen

JMIR Med Inform 2026 (May 07); 14:e94241

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Automated Approaches of Text Simplification of Patient Education Materials: Scoping Review

Cornelia Krenn, Christine Loder, Natalie Berger, Klaus Jeitler, Thomas Semlitsch, Andrea Siebenhofer, Denise Wilfling

J Med Internet Res 2026 (May 07); 28:e88365

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Impact of a Prototype Combining Recommender Functionality With Structured Documentation on Operator Performance in Calls to Medical Communication Centers: Quasi-Experimental Feasibility Study

Siri-Linn Schmidt Fotland, Arngeir Berge, Erik Zakariassen, Vivian Midtbø, Valborg Baste, Gro Fonnes, Frode Guribye, Christoph Trattner, Junyong You, Ingrid Hjulstad Johansen

JMIR Form Res 2026 (May 07); 10:e87082

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GenAI-Supported Virtual Patients in Health Care Education: Systematic Review

Juming Jiang, Megan Zichen Ye, Tyrone Tai-On Kwok, Janet Yuen Ha Wong

J Med Internet Res 2026 (May 07); 28:e82756

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From Pilot Trap to Institutional Capacity: A Governance Framework for Sustainable Clinical AI Implementation in Health Systems

Jin Tian, Zengren Zhao, Longmei Tang, Yongzhao Song, Yuchang Li, Nan Jiang

J Med Internet Res 2026 (May 07); 28:e92680

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Opportunities and Challenges of Generative AI in Postgraduate Health Professions Education Assessments From Educator and Learner Perspectives: Qualitative Study

Carys Phillips, David Harrison

JMIR Form Res 2026 (May 06); 10:e87121

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AI and Internet of Things for Chronic Obstructive Pulmonary Disease Remote Monitoring: Systematic Review of Exacerbation Prediction and Key Physiological Variables

Martina Montenegro, Jasper Gielen, Chunzhuo Wang, Bart Vanrumste, David Ruttens, Ruben Knevels, Jean-Marie Aerts

JMIR Med Inform 2026 (May 06); 14:e84814

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Deep Learning Algorithms Versus Radiologists in Digital Breast Tomosynthesis for Breast Cancer Detection: Systematic Review and Meta-Analysis

Shewen Lyu, Zepeng Wang, Yujing Mu, Luyao Wang, Xiaohua Pei

J Med Internet Res 2026 (May 06); 28:e91659

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