Methods and Instruments in Medical Informatics

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Articles published in this theme: 284 (scroll down to load remaining articles)

2026

AI analyzes heart ultrasound data for improved medical diagnosis and machine learning.

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Diagnostic Accuracy and Fine-Grained Image-Interpretation Performance of Multimodal Large Language Models on Bilingual Radiology Questions: Cross-Sectional Benchmark Study

Yijie Liu, Xin Zhang, Jia Xu, Manxin Huang, Yinting Xiong, Wenqian Wu

J Med Internet Res 2026 (Nov 11); 28:e98849

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Red 3D printed heart character with TENSINTEST label on hand

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Renin Kinetics and Hemodynamic Response During Treatment of Vasoplegic Shock With Angiotensin II (TENSINTEST): Protocol for a Multicenter Observational Study

Andreja Möller Petrun, Katarina Barbara Bajec, Lakhmir Chawla, Jan Zmazek, Andrej Markota

JMIR Res Protoc 2026 (Nov 09); 15:e102437

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Nurse on computer screen connecting with patients via telehealth

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Generating Population-Linked Case Vignettes From Nationwide Triage Data: Framework Development and Validation Study

Anja Seidel, Edgar Steiger, Josephine Schuster, Lars Eric Kroll

JMIR Med Inform 2026 (Nov 03); 14:e104801

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Woman with EEG cap undergoing brainwave monitoring with colorful data visualization

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Exchange of High-Frequency Medical Monitoring Data Using Fast Healthcare Interoperability Resources for Interoperable Integration Into Clinical Practice and Research: Methodological Development Study

Sara Erma Kaya, Yutong Wen, Cynthia Sabrina Schmidt, Sina Warmer, Henning Schäfer, Vin Yeang Choo, Obioma Pelka, Jendrik Richter, Philipp Goos, Karsten Schmidt, Dagmar Krefting, Sven Zenker, Felix Erdfelder, Nora Bruns, Katarzyna Borys, Sylvia Thun, Felix Nensa, Kamyar Arzideh, René Hosch

JMIR Med Inform 2026 (Nov 02); 14:e94282

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Doctor examining hip X-ray next to laptop

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Large Language Model–Assisted Radiology Report Quality Assurance: Real-World Multicenter Evaluation

Lujing Wang, Yushuang Zhang, Liang Peng, Pei Liu, Li Wang, Yu Cui, Yixin Chen, Xingyu Li, Yitian Tao, Xiuxian Gong, Xiaoying Zhao, Yujiao Song, Jian Chen, Shihua Zhao, Fuying Wang, Jian Ma, Xinxiang Zhao

J Med Internet Res 2026 (Oct 28); 28:e106250

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Neck-Specific Exercises With Internet Support Versus Standard Neck-Specific Exercise for the Treatment of Chronic Whiplash-Associated Disorders: Cost-Effectiveness Analysis

Swarupa N Kshirsagar, Anneli Peolsson, Gunnel Peterson, Koustuv Dalal

J Med Internet Res 2026 (Oct 28); 28:e88832

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Diverse people connected to a health app, showing wellness and medical care

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Implementing Digital Care Pathways and Changes in Contact Volume, Contact Distribution, and Outpatient Costs in Specialized Health Care: Retrospective Longitudinal Observational Study

Elina Laukka, Paulus Torkki, Taina Ala-Nikkola, Jussi Tikkanen, Anna Mason, Taru Lehtonen, Atte Meretoja

J Med Internet Res 2026 (Oct 27); 28:e97853

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Students studying in a library with laptops and books

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Association of Screen Time With Physical and Mental Health in University Students: Systematic Review and Meta-Analysis

Gongbinxuan Wu, Claire Eades, Louise Hoyle

J Med Internet Res 2026 (Oct 26); 28:e93848

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Hand using blue mouse next to laptop on green landscape

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Environmental Impact of Digital Health Care Technologies in Reducing Carbon Footprints: Scoping Review

Sarath Rathnayake, Chinasa Odo, Hadiza Ismaila, Natasha Alvarado, Veronica Parisi, Joshua Pink, Ruth Agbakoba, Rebecca Randell

J Med Internet Res 2026 (Oct 21); 28:e88341

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Diverse groups of people in USA, UK, China with health data charts on laptop

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Dataset-Agnostic Biological Age Calculator and Predictions of Mortality in NHANES (1999-2010), UK Biobank (2006-2010), and Dalian Heart Failure (2015-2023) Cohorts: Development and Validation Study

Haipeng Liu, Angelina Amabi Perez Aranda, Anselm Au, Derek Wu, Haixin Zhou, Wing Tak Wong, Tong Liu, Mehrdad Shahmohammadi Beni, Gary Tse

JMIR Form Res 2026 (Oct 20); 10:e95321

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Hand holding iPhone showing a mental wellness app with reflection prompts.

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Support-Seeking After Market Withdrawal of a Purpose-Built AI Well-Being Tool (Ash): Cross-Sectional Survey

Caitlin A Stamatis, Kaylee P Kruzan, Josh Hsu, Mark A Ungless, Thomas D Hull

JMIR Med Inform 2026 (Oct 13); 14:e96515

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Red heart on open book with stethoscope, symbolizing heart health education.

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Interpretable Machine Learning–Derived Nomogram Model to Predict Population Health Literacy: Cross-Sectional Development and Validation Study

Xuehai Zhang, Haojie Jin, Zhiming Xie, Yan Li, Zishuo Huang, Yue Xu, Dingming Yao, Xiujing Hu, Yuyang Zhu, Xuebo Zhu, Chishuang Wang, Chenkai Zhang, Chun Chen

JMIR Med Inform 2026 (Oct 13); 14:e77654

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Infographic: Social Media Listening Study on Migraine Management in Five Gulf Countries

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Impact of Migraine and Its Management in 5 Gulf Countries: Results of a Social Media Platforms Listening Study

Taoufik Alsaadi, Abubaker Almadani, Suhail Al-Rukn, Alessandro Terruzzi, Ali Mohamed Hassan, Osama Robin El-Alamy, Ali Al Balushi, Fatema Abdullah, Nadine Tarcha, Haytham Mohamed Ahmed, Mohamed Hegab

JMIR Form Res 2026 (Oct 09); 10:e82843

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Woman with headscarf on sofa using smartphone

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Extracting Quality-of-Life Information of Patients Diagnosed With Breast Cancer From Health Care Online Forum Posts Using Open-Source Large Language Models: Algorithm Development and Evaluation Study

Karolina Hanna Czok, David Maria Schmidt, Brian Po-Han Chen, Deborah Kuk, Josh Feldman, Philipp Cimiano

JMIR AI 2026 (Oct 05); 5:e92716

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Ophthalmology clinic with slit lamp, computer displaying eye exam info, and contact lens details.

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Exploring the Role of Portable Ophthalmic Devices in Clinical and Nonclinical Settings: Qualitative Study of Ophthalmologists and Optometrists

Jeremy Barton, Sarika Gopalakrishnan, Michael E Rogers, Donald Fletcher, Eric Singman

JMIR Med Inform 2026 (Oct 05); 14:e87040

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Family watches smart home, data analytics, and healthcare services on a large TV screen.

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Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions

Yomna El-Saboni, Samira Awwal, Rakesh Mishra, Nityanand Sharma, Anshu Gaur, Leigh Fleming

JMIR Med Inform 2026 (Sep 30); 14:e89189

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Healthcare worker scans medication ampoule in automated pharmacy storage system.

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A Quantifiable 3D Closed-Loop Framework for Controlled Substance Safety in a HIMSS Electronic Medical Record Adoption Model (EMRAM) Stage 7 Hospital: Pre-Post Quality Improvement Study

Nasha Sun, Jihua Su, Qiyi Yu, Yong Xu, Mali Zhuo

JMIR Med Inform 2026 (Sep 25); 14:e98247

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Doctor talks to female patient in hospital room with nurse in foreground

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Clinical Surveillance Technologies in Nonintensive Care Unit Hospital Settings: Systematic Review and Bayesian Network Meta-Analysis of Randomized Trials

Xinbo Yin, Xiangmin Li, Guoqing Huang, Xiaokai Wang

J Med Internet Res 2026 (Sep 24); 28:e98205

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Doctor analyzes brain MRI scans and AI neural network visualization on computer screen

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Accuracy of Deep Learning in Detecting Cerebral Microbleeds: Systematic Review and Meta-Analysis

Yue Feng, Lei Zheng, Baiwen Zhang, Wei Zou

J Med Internet Res 2026 (Sep 21); 28:e95041

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Medical professionals review AI-powered medical imaging analysis on multiple computer screens.

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Fine-Tuning, Retrieval-Augmented Generation, and Hybrid Adaptation of Language Models for Clinical Decision-Making in Health Care: Systematic Review

Anshum Patel, Yugant Khand, Sai Krishna Vallamchetla, Pengze Li, Cui Tao, Joseph Cheung

J Med Internet Res 2026 (Sep 17); 28:e104092

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