Natural Language Processing

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Articles published in this theme: 1067 (scroll down to load remaining articles)

2026

Doctor analyzing liver function data on futuristic holographic display

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Large Language Models for Heterogeneous Data Mining in Liver Disease: Framework Development and Retrospective Validation Study

Haiping Zhang, Xinming Li, Kechi Fang, Yinxue Ma, Lijuan Li, Huiping Yan, Yanmin Liu, Yanhua Yu, Jing Wang

J Med Internet Res 2026 (Sep 04); 28:e92921

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Pathologist reviews clinical data extraction software on laptop, with lab equipment in background.

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A Secure, Scalable Large Language Model–Based System (CIDER) for High-Throughput Clinical Data Extraction From Medical Reports: Retrospective Validation Study

Máté Posta, Aida Figler, Zsófia Dobolyi, Balázs Győrffy

J Med Internet Res 2026 (Sep 02); 28:e95780

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Young businesswoman using smartphone outdoors in city

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Consumer and Patient Health Information Seeking With Generative AI Tools: Scoping Review of Facilitators and Barriers

Lilach Alon, Inbar Levkovich

J Med Internet Res 2026 (Sep 02); 28:e93944

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Woman in white t-shirt using a smartphone with a smartwatch

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Exploring Real-World Use of AI Chatbots for Mental Health Support: Cross-Sectional Survey Study

Sylvie Bernaerts, Fien Buelens, Nele A J De Witte, Andreas Balaskas, Toon Colman, Tom Van Daele

JMIR Ment Health 2026 (Sep 01); 13:e104316

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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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Couple using smartphones and tablets with digital communication graphics

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Naturalistic Online Language as a Marker of Depression in Midlife and Older Adults: Computational Text Analysis of Bluesky and Reddit Posts

Lauren Rutter, Andy Edinger, Marijn ten Thij, Lorenzo Lorenzo-Luaces, Danny Valdez, Johan Bollen

J Med Internet Res 2026 (Aug 26); 28:e95023

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Young Asian man in a white cardigan sits in an office chair.

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Estimating Longitudinal Changes in Workday Happiness From Daily Report Texts Among Employees: Retrospective Feasibility Study

Junko Hayashi, Kazuhiro Ito, Masae Manabe, Yasushi Watanabe, Masataka Nakayama, Yukiko Uchida, Shoko Wakamiya, Eiji Aramaki

JMIR Form Res 2026 (Aug 25); 10:e99992

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Woman in business attire texting on her phone in a dimly lit office

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A Human-Governed Clinical Informatics Framework for Safe AI-Assisted Mental Health Counseling: Secondary Framework Development and Requirement Mapping Study

Mi-Ae Yang, Kang-Su Ha

JMIR Form Res 2026 (Aug 21); 10:e103345

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Medical professionals examining spine MRI scans on a table.

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Error Detection and Correction in Chinese Radiology Reports Using Large Language Models: Real-World Clinical Validation Study

Jiafeng Zhou, Yuxin Wei, Qian Cai, Yongchun Chen, Eugene Edzeafene-Mensah, Yunjun Yang, Zhifang Pan

J Med Internet Res 2026 (Aug 21); 28:e94689

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Healthcare professional using laptop with digital medical icons

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Safety-Oriented Evaluation of Large Language Models in Health Care: Guideline-Informed Systematic Review

Hikaru Matsuoka, Takayuki Takahashi, Takayuki Semitsu, Keiko Matsuoka, Ryoma Hayashi

Online J Public Health Inform 2026 (Aug 20); 18:e97240

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Woman in office chair with back pain, holding her neck and lower back.

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Discordance Between Textual Reasoning and Visual Interpretation in Large Language Models for Low Back Pain: Cross-Sectional Quantitative Evaluation and Exploratory Multimodal Stress Test

Ziyu Zhang, Longhao Chen, Zhizhen Lv, Hanzhe Lv, Wei Sheng, Zicheng Wei, Binghao Wang, Ying Shen, Yu Tian, Jingwen Hu, Zhifang Shen, Lijiang Lv

JMIR Med Inform 2026 (Aug 20); 14:e93522

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AI brain hologram emerging from a glowing CPU, symbolizing artificial intelligence and technology.

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Multilingual Evidence-Based Question-Answering for Stroke Discharge Summaries: Study of Cross-Lingual Heterogeneity in Clinical Reports

Vojtěch Lanz, Aleksis Datseris, Svetla Boytcheva, Jiří Mayer, Šárka Zikánová, Robert Mikulík, Pavel Pecina

J Med Internet Res 2026 (Aug 19); 28:e96347

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Doctor performs ultrasound on patient's abdomen, showing aorta on screen.

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Centralized Digital Surveillance for Abdominal Aortic Aneurysm Detection, Longitudinal Tracking, and Management Within an Integrated Health System: Retrospective Cohort Study

Evan J Ryer, Gregory G Salzler, Matthew Goldfarb, Anthony J Lewis, Yatin B Mehta, Ian R Dinsmore, Tooraj Mirshahi, Elliot G Mitchell, Grant DeLong, James R Elmore

JMIR AI 2026 (Aug 19); 5:e93443

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Medical team in scrubs and business attire reviewing patient data on a tablet.

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Factors Influencing Nursing Internship Students’ Readiness to Use AI: Cross-Sectional Study Using Neural Network Analysis

Sameer A Alkubati, Wesam T Almagharbeh, Talal A Alqalah, Basma Salameh, Hamdan Albaqawi, Awatif M Alrasheeday, Abdulhafith Alharbi, Layla Alshammari, Bushra Alshammari, Eddieson Pasay-an, Anwar Abdulkareem, Shimmaa Mohammed Elsayed

JMIR Nursing 2026 (Aug 18); 9:e92533

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Nurse holding patient's hands for comfort and support during medical care.

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Interpretable Topic Modeling of Spontaneous Speech in Depression Using Large Language Models: Multilingual Four-Cohort Study

Gustave Cortal, Sélim Benjamin Guessoum, Xuan-Nga Cao, Santiago de Leon-Martinez, Enrique Baca-García, Rachid Riad

JMIR Ment Health 2026 (Aug 17); 13:e99185

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Medical supplies: syringe, vial, stethoscope, and pen on a document.

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Advancing Evidence-Based Medicine for Population, Intervention, Comparison, and Outcome Element Recognition and Extraction in Medical Literature: Large Language Model Approach

Zeyuan Hao, Yifan Duan, Yu Wang

J Med Internet Res 2026 (Aug 14); 28:e91215

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Young girl with crossed eyes, looking at the camera.

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Large Language Model Simplification of Open Access Pediatric Strabismus Literature: Cross-Sectional Validation of Readability and Clinical Fidelity

Mingming Jiang, Mingming Zhou, Xiaomei Wan, Jing Zhang

JMIR Form Res 2026 (Aug 14); 10:e91572

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Three young women of diverse ethnicities looking at a smartphone together

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Health Care Professionals’ Perspectives on Conversational Mental Health Chatbots: Protocol for a Systematic Review

Besran Zara Malgir, Yi Jiao (Angelina) Tian, Emma Herger, David Shaw, Bernice Simone Elger, Stephen R Milford

JMIR Res Protoc 2026 (Aug 14); 15:e92780

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Therapist listening to a man in a session, discussing mental health and well-being.

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