Electronic Health Records

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Articles published in 2026 in this theme: 181 (scroll down to load remaining articles)

2026

Doctor taking blood pressure reading of a patient's arm with a sphygmomanometer

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Evaluation of a National Health Service Machine-Learning Model for Hypertension Case-Finding: Retrospective Cohort Study

Gloria Ihenetu, Ahmad Alkhatib, Vesselin Novov, Thomas Beaney, Azeem Majeed, Paul Aylin, Thomas Woodcock

J Med Internet Res 2026 (Sep 15); 28:e87084

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Anonymization of Portuguese Clinical Notes Using Large Language Models and Quantum-Enhanced Hybrid Architectures: Comparative Evaluation Study

Samer Rahmeh, Felipe Meneguitti Dias, Ramon Alfredo Moreno, Marina De Fatima De Sa Rebelo, Daniela Herrmann, Jose Eduardo Krieger, Marco Antonio Gutierrez

J Med Internet Res 2026 (Sep 14); 28:e91513

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Machine Learning–Based Prediction of Culture-Confirmed Neonatal Sepsis in a Tertiary Neonatal Intensive Care Unit: Retrospective Cohort Study

Eman Badran, Oraib Al-Smadi, Loiy T Algazo, Alaa T Al Ghazo, Arwa Al Anber, Areej Sharaqa, Lena Abu-Argoub, Shatha Al Jaberi, Abdulrahman Alhanbali, Taimein Yacoub, Shahd Rihan, Hala Al-Jaberi

JMIR Med Inform 2026 (Sep 14); 14:e88732

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Association of Herpes Simplex Virus Type-1 With Dementia Outcomes: Longitudinal Retrospective Cohort Study Using Real-World Electronic Health Record Data

Muhammad Muinul Islam, Randi Foraker, Md Saber Hossain, W David Arnold, Dima Dandachi, Abu Saleh Mohammad Mosa

JMIR Form Res 2026 (Sep 11); 10:e83028

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Quantifying the Impact of Anonymization-Induced Clinical Data Quality Loss: Methodological Quantitative Case Study Using Primary Diagnosis Codes and Hospital Length of Stay

Gaetan Kamdje Wabo, Piotr Pawel Sokolowski, Mahboubeh Jannesari Ladani, Michael Hagmann, Thomas Ganslandt, Fabian Siegel

JMIR Med Inform 2026 (Sep 11); 14:e97661

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Fine-Tuning Large Language Models for Structured Extraction of Infectious Disease–Related Information From Clinical Notes in Japanese Primary Care: Development and Internal Validation Study

Hiroshi Yoshihara, Haruka Maeda, Yuriko Hagiwara, Daichi Sato, Kei Kitajima, Akihiro Iwata, Nicolas Van de Velde, Yuta Nakamura, Yosuke Yamagishi, Ataru Igarashi

JMIR Form Res 2026 (Sep 10); 10:e84974

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Doctor reviews AI summary of patient's medical history on computer screen

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Sentence-Level Provenance for AI Medical Record Summarization in a Click-to-Inspect Interface: Formative Usability Evaluation

Andrew Parambath, Giordana Pulpo, Vince Hartman

JMIR Hum Factors 2026 (Sep 08); 13:e95644

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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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Two nurses in blue scrubs reviewing patient chart on computer

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Nursing Process Data for Health Care Cost Prediction Using Machine Learning: Longitudinal Study

María Consuelo Company-Sancho, Víctor M González-Chordá, María Isabel Orts-Cortés

JMIR Nursing 2026 (Sep 04); 9:e93638

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Doctor interacting with futuristic medical interface displaying DNA and molecular structures

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A Health Informatics System in the South Australian Public Health Network: Implementation Report

James Malycha, Jake White, Adam Phillips, Lukah Dykes, Lukasz Wiklendt, Paul Lambert, Adelaide Boylan, Justin Beilby

JMIR Med Inform 2026 (Sep 01); 14:e86564

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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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Doctor and medical student reviewing patient chart on laptop

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Documentation Quality and Educational Value in AI-Assisted Feedback

Amane Endo, Takeshi Kimura, Yuki Kataoka

JMIR Med Educ 2026 (Aug 26); 12:e105029

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Medical supplies: stethoscope, syringe, thermometer, and pills on a wooden desk.

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User Experiences of Electronic Controlled Substance Surveillance Among Health Care Professionals in a Large Academic Hospital: Cross-Sectional Survey

Annika Häkkinen, Tinja Lääveri, Johanna Viitanen, Kaisa Savolainen, Mia Sivén, Hanna M Tolonen

J Med Internet Res 2026 (Aug 26); 28:e94815

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Close-up of hands typing on a laptop keyboard

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The Performance of Large Language Models in Extracting Intestinal Symptoms From Electronic Health Records: Retrospective Observational Study

Xinyue Zhang, Quanyu Wang, Beibei Liu, Xinyi Sang, Sheng Wei

J Med Internet Res 2026 (Aug 26); 28:e98580

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Laptop displaying a medical record form with fields for personal information.

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Manifestations and Potential Consequences of Information Distortion in Electronic Nursing Records: Qualitative Study

Jianan Wang, Yihong Xu, Wen Li, Zhichao Yang, Yushu Sun, Xiaoxiao Zhang, Hongying Pan

JMIR Nursing 2026 (Aug 26); 9:e96679

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Doctor filling out medical history questionnaire with patient

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GPT-4o–Powered Preanesthetic AI: Development and Validation Study

Bo-Han Lin, Cheng-Wei Lu, I-Ching Hou, Chong-Sun Khoi, Tzu-Yu Lin, Chin-E Liu

JMIR Med Inform 2026 (Aug 25); 14:e83893

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Doctor in white coat holding a tablet, digital health technology

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Evaluation of Prompt Design and Internal Reasoning in Chatbot-Based Medical History Taking: Simulation Study

Nattawipa Thawinwisan, Chang Liu, Goshiro Yamamoto, Kazumasa Kishimoto, Yukiko Mori, Tomohiro Kuroda

JMIR Med Inform 2026 (Aug 21); 14:e94614

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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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Surgeons in blue scrubs and gloves performing a surgical procedure with instruments.

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Zero-Shot Classification of Postoperative Complications From Real-World Discharge Letters According to the Clavien-Dindo System Using Large Language Models in Liver Surgery: Comparative Study

Sina Warmer, Kamyar Arzideh, Marie Morys, Ahmad Idrissi-Yaghir, Jan Bednarsch, Daniel Heise, Arzu Oezcelik, Marc Reschke, Tom F Ulmer, Ulf P Neumann, Felix Nensa, Katarzyna Borys, René Hosch, Sophia M Schmitz

J Med Internet Res 2026 (Aug 21); 28:e92407

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Nurse showing patient medical records on tablet, both wearing glasses

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Caregiver Perspectives on Electronic Portal Use in Integrated Primary Care: Qualitative Study

Elizabeth Therese Koval, Tiffany G Munzer, Bryanne M Caldwell, Teryn P Bruni, Sharnita D Harris

JMIR Pediatr Parent 2026 (Aug 21); 9:e84778

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