AI Language Models in Health Care

Articles published in this theme: 283 (scroll down to load remaining articles)

2026

View image

A Natural Language Processing Framework for Structuring and Visualizing Clinical Trial Eligibility Criteria at Scale: Protocol for a Quantitative Study

Justin Xie, Jeet Parikh, Jessica Liu, Sameer Pandya, Guannan Gong

JMIR Res Protoc 2026 (May 14); 15:e86425

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Use of Commercially Available Large Language Models to Generate Information Leaflets on Post–Intensive Care Syndrome: Clinical Utility Assessment

Nanami Hata, Takehiko Oami, Eiryo Kawakami, Akiko Hanai, Taka-aki Nakada

JMIR Form Res 2026 (May 14); 10:e81606

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Natural Language Processing of Clinical Notes for Cancer Research and Patient Care Prior to Widespread Adoption of Generative AI: Scoping Review

Alfred B Kayira, Hadeel R A Elyazori, Kevin Lybarger, Fiona M Walter, Claude Chelala, Garth Funston

JMIR AI 2026 (May 14); 5:e73481

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Evaluating AI-Mediated Health Communication via Large Language Model–Based Frequently Asked Questions Rewriting to Foster Clinical Trial Participation: Comparative Survey Study

Ching-Hua Chuan, Jiajing Tang, Zixiao Yang, Rutendo Chimbaru

JMIR AI 2026 (May 12); 5:e87446

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

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

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Empathy in AI for Health and Care Settings—Definition, Expression, and Measurement: Protocol for a Scoping Review

Alastair Howcroft, Steve Benford, Michel Valstar, Holly Blake

JMIR Res Protoc 2026 (May 05); 15:e93078

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Expert Evaluation of the Perceived Accuracy, Relevance, and Safety of Large Language Model–Generated Patient Information in Geriatrics: Cross-Condition Study

Sebastian Martini, Sabine Schluessel, Ughur Aghamaliyev, Michaela Rippl, Linda Deissler, Olivia Tausendfreund, Desiree Nuebler, Katharina Mueller, Ralf Schmidmaier, Michael Drey

JMIR AI 2026 (May 04); 5:e91369

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Backcasting the Trust Gap: A Strategic Road Map for Clinician Adoption of AI Diagnostics by 2040

Yunguo Yu

J Med Internet Res 2026 (Apr 30); 28:e94234

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Korean Medical Consultation With Open-Weight Large Language Models: Pilot Comparative Evaluation of Retrieval-Augmented Generation With Metadata Filtering

Saeyoun Choi, Donghyun Kim, Ji-Hwan Jeon, Minji Kim, Dong Hun Lee, DaeHwan Ahn, Eu Sun Lee, Yoon Ji Kim, Hyun Youk

JMIR Form Res 2026 (Apr 30); 10:e72604

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study

Anoeska Schipper, Peter Belgers, Rory David O'Connor, Lieke van de Wouw, Luc Builtjes, Joeran S Bosma, Ron Kusters, Steef Kurstjens, Matthieu Rutten, Bram van Ginneken

JMIR Med Inform 2026 (Apr 30); 14:e81500

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

A Beginner’s Guide to Applying Large Language Models in Behavioral Interventions

Nirali Shah, Lorraine Buis, Derek Papierski, Alexis Castellanos, Marvin Mlakha, Susan Murphy

JMIR Mhealth Uhealth 2026 (Apr 29); 14:e79302

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Errors in AI-Transformed Patient-Centered Mental Health Documentation Written by Psychiatrists: Qualitative Pre-Post Study

Pelin Ozkara Menekseoglu, Mareike Weibezahl, Mats Ellingsen, Jarl Sterkenburg, Anna Kharko, Stefan Hochwarter, Julian Schwarz

JMIR Ment Health 2026 (Apr 29); 13:e78351

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Automated Identification of Nursing Diagnoses and Interventions From Nursing Records Using a Retrieval-Augmented Large Language Model Approach: Quantitative Study

Minye Li, Dianjie Chen, Qun Xiao, Zhengji He, Yanyan Zhang, Jinlan Zhong, Yiwei Luo, Hui Ma

J Med Internet Res 2026 (Apr 29); 28:e89850

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Evaluation of AI Chatbot Responses to a Standardized Patient Query on Myelin Oligodendrocyte Glycoprotein Antibody–Associated Disease: Cross-Sectional Content Analysis

Meryem Tuba Sönmez, Mehmet Fatih Yetkin, Duygu Arslan Mehdiyev, Nazlı Durmaz Çelik, Merve Bahar Ercan, Pınar Öztürk, Yeşim Eylev Akboğa, Emine Rabia Koç, Semra Mungan

JMIR Med Inform 2026 (Apr 29); 14:e81720

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

The Power of Multimodality in Multimodal Large Language Models, Unimodal ChatGPT 5.0, and Human Clinical Experts on a Wound Care Certification Examination: Cross-Sectional Comparative Study

Mete Ucdal, Melike Elif Celik, Guliz Evik, Saniye Beyza Kuru, Saadet Ozer, Sultan Gungor

JMIR Form Res 2026 (Apr 27); 10:e88618

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

AI Applications Integrating Legal and Regulatory Perspectives in Mental Health: Systematic Review

Moustafa Elmetwaly Kandeel, Eid G Abo Hamza, Alaa Abouahmed, Gehad Mohamed AbdelAziz, Adham Hashish, Tarek Abo El Wafa, Ahmed Khalil, Ahmed Eldakak

JMIR AI 2026 (Apr 27); 5:e84305

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Integrating Confidence, Difficulty, and Language Model Calibration for Better Explainability in Clinical Documents Coding: Applications of AI

Mihai Horia Popescu, Kevin Roitero, Vincenzo Della Mea

JMIR AI 2026 (Apr 22); 5:e78764

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Classifying American Society of Anesthesiologists Physical Status With a Low-Rank–Adapted Large Language Model: Development and Validation Study

Min-Chia Chen, Shanq-Jang Ruan, Jo-Hsin Wu, Pei-fu Chen

J Med Internet Res 2026 (Apr 21); 28:e89540

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Multimodal Sentiment and Emotion Analysis Framework for Personalized Health Coaching Messages: Proof-of-Concept Study

Muhammad Aiman Md Zuki, Nazlena Mohamad Ali, Jun Kit Chaw

JMIR Form Res 2026 (Apr 21); 10:e79558

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section

View image

Modeling Diabetes Risk and Progression With Public Health Data: Ontology-Guided, Simulation-Capable Digital Twin Study

Qingrui Li, Kapileshwor Ray Amat, Eric L Johnson, Juan Li

JMIR Med Inform 2026 (Apr 21); 14:e87374

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

View abstract

Download PDF Download XML

Go back to the top of the page Skip and go to footer section