Natural Language Processing

Articles published in this theme: 964 (scroll down to load remaining articles)

2026

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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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A Sentence Classification–Based Medical Status Extraction Pipeline for Electronic Health Records: Institutional Case Study

Chuanming Dong, Boris Delange, Alex Poiron, Mohamed El Azzouzi, Clément François, Guillaume Bouzillé, Marc Cuggia, Sandie Cabon

JMIR Med Inform 2026 (Mar 26); 14:e77409

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Improving Retrieval Augmented Generation for Health Care by Fine-Tuning Clinical Embedding Models: Development and Evaluation Study

Kamyar Arzideh, Henning Schäfer, Ahmad Idrissi-Yaghir, Cynthia Sabrina Schmidt, Bahadir Eryilmaz, Mikel Bahn, Amin T Turki, Olivia Barbara Pollok, Eva Maria Hartmann, Philipp Winnekens, Katarzyna Borys, Johannes Haubold, Felix Nensa, René Hosch

J Med Internet Res 2026 (Mar 25); 28:e82997

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Longitudinal and Multimodal Recording System to Capture Real-World Patient-Clinician Conversations for AI and Encounter Research: Protocol for an Observational Study

Misk Al Zahidy, Kerly Guevara Maldonado, Luis Vilatuna Andrango, Ana Cristina Proano, Ana Gabriela Claros, Maria Lizarazo Jimenez, Esteban Gomez-Alvarez, David Toro-Tobon, Victor M Montori, Oscar J Ponce-Ponte, Juan P Brito

JMIR Res Protoc 2026 (Mar 24); 15:e84688

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A Bilingual Arabic-English Ambient AI Scribe for Clinical Documentation: Prospective Evaluation Study

Umair Tahir Khan, Ammar Tahir Khan, Waleed Aljaadi, Razan Alhadlaq, Zahran Baqashmer, Yasin Alsafi, Yousef Alomran, Maha Al Rusaiyes, Muaddiyah Radif, Tahir Naeem Khan, Saleh Abdullah Saleh Altamimi

JMIR Med Inform 2026 (Mar 24); 14:e83335

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Ontology-Based Medication Named Entity Recognition Using Pretrained Transformer Models From a Thai Hospital: Model Fine-Tuning and Validation Study

Natthanaphop Isaradech, Wachiranun Sirikul, Stefan Schulz, Markus Kreuzthaler

JMIR Form Res 2026 (Mar 20); 10:e82685

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Financial Burden in Adults With Chronic Illness in Switzerland: A Secondary Analysis of Qualitative Interviews Using Natural Language Processing and Topic Modeling

Giovanni Spitale, Julia Seinsche, Rosa M S Visscher, Andrea Schöpf-Lazzarino, Josip Jurisic, Federico Germani, Elena Alder, Nikola Biller Andorno, Karin Ribi, Bettina Schwind

JMIR Form Res 2026 (Mar 18); 10:e79290

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Artificial Intelligence Models for Predicting Triage in Emergency Departments: Seven-Month Retrospective Comparative Study of Natural Language Processing, Large Language Model, and Joint Embedding Predictive Architectures

Edouard Lansiaux, Ramy Azzouz, Emmanuel Chazard, Amélie Vromant, Eric Wiel

JMIR Med Inform 2026 (Mar 10); 14:e83318

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