Information Retrieval

Articles published in this theme: 363 (scroll down to load remaining articles)

2026

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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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ChatGPT versus UpToDate in Preclinical Medical Education: Cross-Sectional Analysis Using Term Frequency–Inverse Document Frequency Cosine Similarity

Shankar S Thiru, Nicholas E Aksu, Matthew Chiang, Daniel O Gallagher, Mary Furlong, Elizabeth R Prevou, Akhil Jay Khanna

JMIR Med Educ 2026 (Mar 20); 12:e82885

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AI-Assisted Systematic Review: Humans Still Need to Review All Abstracts for Inclusion

Hyelin Sung, Deyana Altahsh, Scott Garrison

JMIR Form Res 2026 (Mar 19); 10:e82896

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Knowledge-Guided Explainable Recommendation Tool for Cancer Risk Prediction Models Using Retrieval-Augmented Large Language Models: Development and Validation Study

Shumin Ren, Xin Zheng, Jing Zhao, Jiale Du, Yuxin Zhang, Cheng Bi, Jie Song, Jinyi Zhang, Hongmei Lang, Fan Zhang, Bairong Shen

JMIR Med Inform 2026 (Mar 09); 14:e78519

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Artificial Intelligence for Medicines Information: Scoping Review of Clinical Applications and Digital Health Inequalities

Shahd Al-Arkee, Josephine Falade, Vibhu Paudyal

J Med Internet Res 2026 (Mar 06); 28:e77747

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Retrieval-Augmented Generation for Medical Question Answering on a Heart Failure Dataset: Performance Analysis

Shiran Zhang, Evelyn Phan, Pedro Velmovitsky, Quynh Pham, Scott Sanner

JMIR Form Res 2026 (Feb 26); 10:e84932

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Assessment of the Modified Rankin Scale in Electronic Health Records With a Fine-Tuned Large Language Model: Development and Internal Validation

Luis Silva, Marcus Milani, Sohum Bindra, Salman Ikramuddin, Megan Tessmer, Kaylee Frederickson, Abhigyan Datta, Halil Ergen, Alex Stangebye, Dawson Cooper, Kompal Kumar, Jeremy Yeung, Kamakshi Lakshminarayan, Christopher Streib

JMIR AI 2026 (Feb 25); 5:e82607

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Temporal Annotation of German Clinical Language in Real and Synthetic Clinical Documents: Corpus Development and Baseline Tagger Validation Study

Luise Modersohn, Udo Hahn

J Med Internet Res 2026 (Feb 25); 28:e71458

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Retrieving Transgender and Gender Diverse Literature: Protocol for the Development and Validation of 2 Search Hedges

Chi Dinh, Zack Marshall, Scott Marsalis, Ryn Gagen, Preet Kang, Avery Everhart

JMIR Res Protoc 2026 (Jan 23); 15:e76055

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2025

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Age-Specific Associations Between eHealth Literacy and Sleep Quality Among Adults: Cross-Sectional Study

Yujie Liu, Wenjie Xue, Yuhui Sheng, Suping Wang, Ruijie Gong, Shangbin Liu, Chen Xu, Yong Cai

J Med Internet Res 2025 (Dec 24); 27:e75813

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Trends in the Japanese National Medical Licensing Examination: Cross-Sectional Study

Yuki Morimoto, Kiyoshi Shikino, Yukihiro Nomura, Shoichi Ito

JMIR Med Educ 2025 (Dec 23); 11:e78214

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Evaluating the Accuracy of Medical Information Generated by ChatGPT and Gemini and Its Alignment With International Clinical Guidelines From the Surviving Sepsis Campaign: Comparative Study

Dina Kutbi, Ehab Abou-Bakr, Hassan Mousa Haidar

JMIR Form Res 2025 (Dec 17); 9:e84251

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Effectiveness of ChatGPT, Google Gemini, and Microsoft Copilot in Answering Thai Drug Information Queries: Cross-Sectional Study

Suphannika Pornwattanakavee, Nattawut Leelakanok, Teerarat Todsarot, Gabrielle Angele Tatta Guinto, Ratchanon Takun, Assadawut Sumativit, Marisa Senngam

JMIR AI 2025 (Dec 15); 4:e79751

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Development and Validation of a Revised Multidimensional Digital Health Literacy Scale: Secondary Analysis Using Cross-Sectional Data From the 2022 GetCheckedOnline Community Survey In British Columbia, Canada

Ihoghosa Iyamu, Pierce Gorun, Hsiu-Ju Chang, Rodrigo Sierra-Rosales, Devon Haag, Heather Pedersen, Sofia Bartlett, Nathan Lachowsky, Geoffrey McKee, Catherine Worthington, Troy Grennan, Lorie Donelle, Daniel Grace, Mark Gilbert

J Med Internet Res 2025 (Dec 15); 27:e78008

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eHealth Literacy and Search Frequency in Relation to Objective Sleep Disorder Knowledge: Cross-Sectional Study

Jihyeon Oh, Christian Montag, Peter Johannes Schulz

J Med Internet Res 2025 (Dec 01); 27:e69588

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AI-Generated “Slop” in Online Biomedical Science Educational Videos: Mixed Methods Study of Prevalence, Characteristics, and Hazards to Learners and Teachers

Eric M Jones, Jane D Newman, Boyun Kim, Emily J Fogle

JMIR Med Educ 2025 (Nov 20); 11:e80084

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Identifying Biomedical Entities for Datasets in Scientific Articles: 4-Step Cache-Augmented Generation Approach Using GPT-4o and PubTator 3.0

Claudia Giuliani, Gita Benadi, Felix Engel, Jonas Werner, Manuel Watter, Guido Schwarzer, Olaf Groß, Robert Zeiser, Harald Binder, Klaus Kaier

JMIR Form Res 2025 (Nov 20); 9:e73822

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Evaluating Web Retrieval–Assisted Large Language Models With and Without Whitelisting for Evidence-Based Neurology: Comparative Study

Lars Masanneck, Paula Zoe Epping, Sven G Meuth, Marc Pawlitzki

J Med Internet Res 2025 (Oct 29); 27:e79379

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Influences on Emergency Clinician Use of Health Information Exchange: Interview Study

Brian E Dixon, Umesh Ghimire, Benjamin Richter, Corinne Bowditch, Saurabh Rahurkar, John T Finnell, Joshua R Vest

JMIR Med Inform 2025 (Oct 20); 13:e75865

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