Natural Language Processing

Articles published in this theme: 991 (scroll down to load remaining articles)

2026

View image

Evaluating Encoder and Decoder Models for Extended Clinical Concept Recognition in Japanese Clinical Texts: Comparative Study With Weighted Soft Matching

Yuya Tsukiji, Satoshi Kataoka, Masafumi Itokazu, Ryozo Nagai, Takeshi Imai

J Med Internet Res 2026 (May 14); 28:e78681

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 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

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

Automatic Speech Recognition and Large Language Models for Multilingual Pathology Report Generation: Proof-of-Concept Study

Kuan-Hsun Lin, Chia-Ping Chang, Chen-Tsung Kuo, Chien-Yeh Hsu, Shih-Hsin Hung, Chung-Yueh Lien, Siang Hao Lee, Yi-Chen Yeh, Yuan-Chia Chu

JMIR Form Res 2026 (May 13); 10:e90814

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

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

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

Scalable Identification of Clinically Relevant Chronic Obstructive Pulmonary Disease Documents in Large-Scale Electronic Health Record Datasets With a Lightweight Natural Language Processing Model: Retrospective Cohort Study

Mohammed Al-Garadi, Sharon E Davis, Michael E Matheny, Dax Westerman, Adrienne K Conger, Bradley W Richmond, Thomas A Lasko, Iben M Ricket, Laura M Paulin, Jeremiah R Brown, Ruth M Reeves

JMIR Med Inform 2026 (May 12); 14:e84326

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

Self-Identified Age Cohorts and Personal Experience Sharing in Pseudonymous Online Spaces: Natural Language Processing Analysis of Reddit

Ern Chern Khor, Moon Choi

JMIR Aging 2026 (May 12); 9:e90103

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-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

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

Natural Language Processing for Automated Classification of Cleft and Craniofacial Procedures From Operative Notes: Model Development and Feasibility Study

Meredith Cox, Elaine Lin, Nicholas Oleck, Carlee Jones, Neill Y Li, Suhail K Mithani, Alexander C Allori

JMIR Med Inform 2026 (May 11); 14:e87133

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

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

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 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

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

Why We Need Patients and Community at the Center of AI Health Communication Research

Julie Ayre, Lexuan Shao, Adam G Dunn

J Med Internet Res 2026 (May 07); 28:e97577

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 the Potential Impact of AI on Urinary Tract Infection Diagnosis in the Emergency Department Across Demographic Groups: Retrospective Cohort Study

Mark Iscoe, Huan Li, Haipeng Xue, Vimig Socrates, Aidan Gilson, Thomas Huang, Richard Andrew Taylor

JMIR AI 2026 (May 06); 5:e91148

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

Global Sentiment Toward Health AI at the Dawn of the ChatGPT Era: Empirical Analysis of Twitter (X) Discourse

Lily Minh Wass, Zhengdong Wu, José Vizoso, Joseph T Wu, Leesa Lin

J Med Internet Res 2026 (May 05); 28:e80346

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

Use of a Large Language Model to Reveal Narrative Architectures of Veteran Transition Stress: Development and Validation Study

Isaac R Galatzer-Levy, Xi Pan, Roland P Hart, George A Bonanno

JMIR Ment Health 2026 (Apr 30); 13:e90155

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

Fine-Tuning and Benchmarking Transformer Models for Multiclass Classification of Clinical Research Papers: Retrospective Modeling Study

Fangwen Zhou, Cynthia Lokker, Rick Parrish, R Brian Haynes, Alfonso Iorio, Ashirbani Saha, Muhammad Afzal

JMIR AI 2026 (Apr 29); 5:e77311

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

Prevalence of Cognitive Distortion Markers in a Suicide Prevention Chat Service: Mixed Methods Study

Marijn ten Thij, Saskia Mérelle, Renske Gilissen, Johan Bollen

JMIR Ment Health 2026 (Apr 28); 13:e81213

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

Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review

Swati Rajwal, Avinash Kumar Pandey, Ziyuan Zhang, Yankai Chen, Michael X Liu, Sudeshna Das, Hannah Rogers, Abeed Sarker, Yunyu Xiao

J Med Internet Res 2026 (Apr 28); 28:e83793

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