Natural Language Processing

Articles published in this theme: 971 (scroll down to load remaining articles)

2026

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Use of an AI-Based Tool (Human Experiences and Reflections Data Connector) to Improve Discovery and Reuse of Archived Qualitative Data: Protocol for an Algorithm Development and Validation Study

Tammy Leonard, Jim P Stimpson, Miguel Ángel Cano, Wenqi Shi, Ada Abaragu, Song Zhang

JMIR Res Protoc 2026 (Apr 21); 15:e82725

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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

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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

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Primary Health Conditions Among Medical Crowdfunding Campaigns in the United States: Natural Language Processing Study

Shaojun Yu, Shu Liu, K Robin Yabroff, Farhad Islami, Fumiko Chino, Jing Zhang, Zhiyuan Zheng

JMIR AI 2026 (Apr 17); 5:e83413

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Large Language Models in Cardiology: Systematic Review

Moran Gendler, Girish N Nadkarni, Karin Sudri, Michal Cohen-Shelly, Benjamin S Glicksberg, Orly Efros, Shelly Soffer, Eyal Klang

JMIR Cardio 2026 (Apr 16); 10:e76734

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Antidiabetic Drug Associations With Heart Failure Outcomes: Real-World Evidence Study Using Electronic Health Records

Elzbieta Jodlowska-Siewert, Yunhui Chen, Sinian Zhang, Jia Li, Robert Dellavalle, Rui Zhang, Jue Hou

JMIR Diabetes 2026 (Apr 15); 11:e85083

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Comparing Large Language Models and Traditional Machine Translation Tools for Translating Medical Consultation Summaries: Quantitative Pilot Feasibility Study

Andy Li, Wei Zhou, Rashina Hoda, Chris Bain, Peter Poon

JMIR Form Res 2026 (Apr 13); 10:e85169

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Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study

Tomohiro Kikuchi, Yosuke Yamagishi, Kohei Yamamoto, Toshiaki Akashi, Harushi Mori, Hisaki Makimoto, Takahide Kohro

J Med Internet Res 2026 (Apr 10); 28:e86365

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Evaluating Public Sentiment on Attention-Deficit/Hyperactivity Disorder and Autism Spectrum Disorder Compared With Other Mental Health Disorders From Posts on X (Formerly Known as Twitter): Longitudinal Analysis

Vitor Tiosso Batistetti, Facundo G Sanchez, Andrea Varaona, Francisco Lara-Abelenda, Mariana Pinto da Costa, Juan Pablo Chart-Pascual, Alberto Rodriguez-Quiroga, Javier Quintero, Miguel Angel Alvarez-Mon

JMIR Infodemiology 2026 (Apr 09); 6:e74440

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Digital Discourse, Secondary Victimization, and Psychological Harm: Mixed-Methods Analysis of System Justification in the #MeToo Movement

Harsh Parekh, Shriya Thakkar, Paras Bhatt, Patricia Akello

J Med Internet Res 2026 (Apr 09); 28:e75533

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Increasing Large Language Model Accuracy for Care-Seeking Advice Using Prompts Reflecting Human Reasoning Strategies in the Real World: Validation Study

Marvin Kopka, Markus A Feufel

JMIR Biomed Eng 2026 (Apr 08); 11:e88053

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Use of Digital Peer Support for Employee Well-Being: Retrospective Analysis Across Five Large Employers

Farbod Sedaghati, Anya Stetsenko, Ilayda Ozsan McMillan, Harpreet Nagra, Zara Dana

JMIR Hum Factors 2026 (Apr 07); 13:e90431

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Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Danielle Hutchinson, Lauren Lee, Haley Stone, Aye Moa, Holly Seale, C Raina MacIntyre

Online J Public Health Inform 2026 (Apr 07); 18:e80824

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Automated ICD-10–Anchored Classification of Primary Care Text Data: Development and Evaluation of a Custom Multilabel Classifier

Christina Haag, Thomas Grischott, Jakob M Burgstaller, Stefan Markun, Oliver Senn, Viktor von Wyl

JMIR Med Inform 2026 (Apr 06); 14:e86533

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AI-Assisted Rapid Quality Analysis in Implementation Science: Methodological Study

Adeola Adegbemijo, Anna M Maw, Katy E Trinkley, Amoolya A Varghese, Stephanie Tulk Jesso

JMIR AI 2026 (Apr 06); 5:e81149

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AI Chatbots for Mental Health Self-Management: Lived Experience–Centered Qualitative Study

Dong Whi Yoo, Jiayue Melissa Shi, Violeta J Rodriguez, Koustuv Saha

JMIR Ment Health 2026 (Apr 02); 13:e78288

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A Conversational Platform (Okaya) for Multimodal Digital Biomarkers of Fatigue, Cognition, and Mental Health: Feasibility Observational Study

Matthew So, Michael Sobolev, Gregory Menvielle

JMIR Form Res 2026 (Apr 01); 10:e87054

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Analysis Model for Infant Incubator Adverse Events Using Retrieval-Augmented Generation Combined With Dual-Adapter Fine-Tuning: Development and Evaluation Study

Wenke Xia, Wanting Zhu, Tianchun Li, Li Wang, Weiqi Li, Peiming Zhang

JMIR Med Inform 2026 (Mar 31); 14:e83745

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Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study

Ayal Klein, Jiayu Song, Jenny Chim, Liran Keren, Andreas Triantafyllopoulos, Björn Schuller, Maria Liakata, Dana Atzil-Slonim

JMIR Form Res 2026 (Mar 27); 10:e71230

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Comparative Analysis of Japanese Clinical Note Styles Between Physicians and Large Language Models Using Identical Psychiatric Cases: Quantitative Text Analysis

Wataru Arihisa, Tomohiro Nishiyama, Shoko Wakamiya, Eiji Aramaki

JMIR Form Res 2026 (Mar 27); 10:e85671

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