Methods and Instruments in Medical Informatics

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Articles published in this theme: 276 (scroll down to load remaining articles)

2026

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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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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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Open-Source R Shiny Dashboard (Global Burden of Disease Analysis Suite) for Multimethod Burden of Disease Research: Development and Evaluation Study

Belal Mohamed Hamed, Mohammed Tarek Hasan, Omar Ahmed Abdelwahab, Moaz Elsayed Abouelmagd, Ramez M Odat, Yasar Sattar, Ramy Mohamed Ghazy

JMIR Med Inform 2026 (Sep 11); 14:e98718

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Woman researching health information online with medical icons

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What Provider Frequently Asked Questions Miss: Evaluating Unmet Attention-Deficit/Hyperactivity Disorder Information Needs Through Comparison of Online Community Posts Using Large Language Model–Assisted Semantic Analysis in a Mixed Methods Study

Jaeeun Baek, Hyeoneui Kim

J Med Internet Res 2026 (Sep 11); 28:e96060

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Doctor shows patient a tablet with a medical questionnaire, discussing health history.

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Unified Theory of Acceptance and Use of Technology Questionnaire in Swedish Prehospital Care: Translation, Cross-Cultural Adaptation, and Pilot Psychometric Study

David Summermatter, Jeanette Melin, Hans Blomberg, Björn Äng, Anneli Strömsöe

JMIR Form Res 2026 (Sep 08); 10:e96083

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Developing Country-Specific Charlson Comorbidity Index Mappings for Use With German Administrative Data: Methodological Comparative Study

Piotr Paweł Sokołowski, Michael Hagmann, Máté E Maros, Gaetan Kamdje Wabo, Josefine Maria Meerjanssen, Fabian Siegel

JMIR Med Inform 2026 (Sep 03); 14:e93923

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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 in white coat using laptop in office, stethoscope around neck

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Enhanced Health Study Discoverability: Graph-Based Analysis Approach

Lea Gütebier, Stefan Groß, Benjamin Winter, Max Blumenstock, Martin Dugas, Volkmar Liebscher, Dagmar Waltemath, Ron Henkel

JMIR Med Inform 2026 (Aug 18); 14:e86812

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Exhausted nurse in PPE adjusts goggles, head bowed, stethoscope visible.

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Analyzing Nurse Sentiment in a Dutch Regional Newspaper During the COVID-19 Pandemic: Comparative Content Analysis of GPT-5, Gemini 2.5 Pro, and Human Coding

Bram van den Berkmortel, Daan Westra, Rachel Gifford, Frank Christian van de Baan

J Med Internet Res 2026 (Aug 13); 28:e98374

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Man in beanie and mask coughs in a shopping mall

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Influenza-Like Illness Forecasting Using Multisource Data: Comparative Deep Learning Study

Caixia Dang, Yanquan Mo, Ziqian Zhao, Shanhui Li, Feng Liu, Huiqun Jia, Jingya Zhao, Yuanyong Xu, Yeqing Tong, Hui Chen

JMIR Med Inform 2026 (Aug 11); 14:e91844

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