Applications of AI

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Years in this theme: All years 2026 2025 2024 2023 2022

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Articles published in 2026 in this theme: 201 (scroll down to load remaining articles)

2026

Dentist using tablet for digital dental records in a modern clinic

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Development of an Interpretable Triage Tool for Colorectal Polyp Risk Stratification Within a Population-Based Screening Program: Machine Learning Approach

Zhenmiao Ye, Jiajin Li, Yimin Xie, Qian Li, Yilun Huang, Guohua Zhang, Xue Yang

JMIR Med Inform 2026 (Sep 30); 14:e89422

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Laptop screen displaying medical data: human skeleton, brain scan, and heart.

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Translating Real-World Safety and Implementation Gaps Into a Deployment-Derived AI Readiness Preimplementation Checklist for NHS Health Care Providers: Checklist Development Study

Adesina Adesuyi, Sid Singh, Vinod Patel, Ponnusamy Saravanan

JMIR AI 2026 (Sep 28); 5:e93900

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Doctor discusses patient's health with her in a clinic office.

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Symptom Terminology Normalization in Traditional Chinese Medicine: Development and Evaluation of a 2-Stage Deep Learning Framework Based on Fine-Grained Semantic Classification

Junyu Yao, Xingyue Gou, Wei Lai, Yuzhu Gao, Siqi Wang, Chuangan Zhou, Hui Ye, Jing Tian, Jun Yi, Dong Cao

JMIR Med Inform 2026 (Sep 25); 14:e85825

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Nurse reviewing patient data on laptop in a medical office.

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Acceptance of Machine Learning for Medication Selection in Epilepsy to Inform Clinical Trial Design: Co-Design Survey Study

Sandra Reeder, Fiona Waugh, Shobi Sivathamboo, Emma C Foster, Daniel Thom, Zhibin Chen, Patrick Kwan, Natasha A Lannin, Madeleine J Smith

JMIR AI 2026 (Sep 25); 5:e85047

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Doctor in white coat using computer for medical records

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Demographics, Clinical Content, Use Patterns, and Care-Seeking Intent Across Two Generations of AI-Enabled Clinical Triage Tools (A Traditional Structured Questionnaire and a Large Language Model–Enabled Conversational Interface): Comparative Retrospective Observational Study

Maria Marecka, Anna Nowicka, Aleksandra Suwińska, Piotr Orzechowski

JMIR AI 2026 (Sep 22); 5:e84469

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Doctor contemplating a holographic medical AI model.

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Process-Oriented, Behaviorally Anchored Assessment of Clinical Reasoning in Large Language Models and the Effect of Extended Thinking: Protocol for a Prospective, Multigroup, Comparative Study

Adnan Agha, Muhammad Jalil, Eram Anwar, Omran Bakoush

JMIR Res Protoc 2026 (Sep 22); 15:e103220

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Doctor in white coat using a tablet in a modern clinic

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Diagnostic Performance of a Locally Deployed Vision Language Model for Bone Tumor Diagnosis Using Smartphone-Captured Images: Exploratory Retrospective Study

Yin Shi, Zhi-Chao Tong

JMIR AI 2026 (Sep 21); 5:e99757

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Woman with CGM on arm checks glucose reading of 112 on phone before meal

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Interpretable Multihorizon Glucose Forecasting for Assessing Nutritional Information Impact in Type 1 Diabetes Management: Model Development and Validation Study

Carlos Gallardo-García, M Elena Hernando, David Subías, Mercedes Rigla, Gema García-Sáez

JMIR AI 2026 (Sep 21); 5:e105049

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Person examining documents with magnifying glass, data visualization overlay

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Retrieve-Then-Verify for Evaluating Evidence Support and Hallucination in Large Language Model–Generated Medical Information: Empirical Study

Zhaohui Liang, Cynthia Sheffield, Gisela Butera, Sameer Antani

JMIR AI 2026 (Sep 16); 5:e93761

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Elderly woman in a smart home with AI health monitoring and emergency services

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Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis

Inga Jagemann, Justin Baudisch, Thorsten Jungeblut, Günter W Maier, Gerrit Hirschfeld

JMIR AI 2026 (Sep 15); 5:e94589

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Dense star cluster with bright blue and yellow stars

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Adaptive Optics Image Analysis Using Generative AI (GPT-4) Scripting: Exploratory Study

Jeroen AAH Pas, Ludo C van der Zanden, Yoeri van Leeuwen, Yara TE Lechanteur, Carel B Hoyng, Thomas Theelen

JMIR Form Res 2026 (Sep 14); 10:e94906

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Scientist in lab coat reviews medical images and text on two tablets in a classroom.

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Performance of Cloud-Hosted Large Vision-Language Models on the Japanese National Examination for Clinical Laboratory Technicians: Comparative Benchmarking Study

Kota Murakami, Ryosuke Matsuzawa, Yuya Tahara-Arai, Haruka Ozaki

JMIR Med Educ 2026 (Sep 11); 12:e84266

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Medical professionals in a meeting discussing patient care

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Performance of ChatGPT, Claude, and AMBOSS on the European Board of Urology In-Service Assessment and Alignment With the European Association of Urology 2025 Guidelines: Comparative Study

Mohamed Eldaneen, Shaza Hendy, Omar Ramadan, Panagiotis Nikolinakos, Asif Muneer, Hussain M Alnajjar, Karl H Pang

JMIR Form Res 2026 (Sep 02); 10:e100148

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Person sitting in a chair holding a smartphone and a menstrual cup

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A Clinical AI-Based System (MoodMon) for Affective Disorders: Algorithm Development and Validation

Marlena Sokół-Szawłowska, Łukasz Święcicki, Katarzyna Kolasa, Katarzyna Kaczmarek-Majer

JMIR AI 2026 (Sep 02); 5:e89981

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Diverse team collaborating on a laptop in a modern office setting.

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Evaluating the Influence of MCAT Scores on Medical Student Selection and Performance Using a Machine Learning Approach: Retrospective Cohort Study

Michele Cherfane, Marc Ghanem, Georges Choueiry, Selim M Nasser, Tamina Elias-Rizk, Sola Aoun Bahous

JMIR Med Educ 2026 (Sep 01); 12:e94197

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Smartphone screen displays "What can I help with?" prompt for virtual assistant.

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Authors’ Reply: Who Reviews the Rewrite? Separating Patient-Initiated and Institutionally Curated Large Language Model Simplification

Amela Miftaroski, Richard Zowalla, Martin Wiesner, Monika Pobiruchin

JMIR AI 2026 (Aug 31); 5:e107588

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Laptop displaying a medicine app icon with a download button and star ratings.

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Who Reviews the Rewrite? Separating Patient-Initiated and Institutionally Curated Large Language Model Simplification

Aakash Dave

JMIR AI 2026 (Aug 31); 5:e107277

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AI and data analysis in healthcare: digital brain, medical records, and patient data.

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Toward Automating the Selection of Articles Reporting EQ-5D Data for Systematic Literature Reviews Using Large Language Models: Algorithm Development and Evaluation Study

Gábor Kertész, János Tibor Czere, Zsombor Zrubka, Laszlo Gulacsi, Marta Pentek

JMIR Form Res 2026 (Aug 31); 10:e86647

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Doctor and patient discuss medical data on computer screen displaying scales of justice.

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Stigmatizing Language in Gender-Expansive Patient Records: Corpus Development, Disparity Analysis, and Natural Language Processing–Based Detection Study

Liyang Xue, Mary Chayko, Vivek Kumar Singh

J Med Internet Res 2026 (Aug 27); 28:e91089

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AI Models for Suicide Risk Prediction in Adult Patients Receiving Mental Health Care Using Real-World Data: Retrospective Population-Based Study

Cleofé Peña-Gómez, Marc Fradera, Xavier Sánchez Corrales, Marc Caravaca-Rodriguez, Juan-Francisco Martínez-Cerdá, Joan Albert Escofet, David Roche, Eneko Barbería, Caridad Pontes, Jesús Giraldo, Diego Palao

JMIR AI 2026 (Aug 26); 5:e85085

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