Methods and Instruments in Medical Informatics

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Articles published in 2026 in this theme: 73 (scroll down to load remaining articles)

2026

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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Laptop displaying a data import and preview interface with charts and tables

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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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Doctor in a white coat with a stethoscope writing notes at his desk.

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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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Close-up of a human face dissolving into digital pixels, representing AI and data

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Computable Phenotype for Identifying Undiagnosed Hypermobile Ehlers-Danlos Syndrome: Protocol for a Development and Validation Study

Mohammad Arvan, Rebecca T Feinstein, Nathan J Rudin, Michelle Nichols

JMIR Res Protoc 2026 (Aug 11); 15:e91647

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Doctor reviewing medical research on computer screen in office

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Evaluating Retrieval-Augmented Large Language Models on Anesthesiology Board-Style Questions: Benchmark Study

Nguyen Quang Phuong, Shanq-Jang Ruan, Pei-Fu Chen

JMIR Form Res 2026 (Aug 11); 10:e97902

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Doctor with nebulizer treats young girl with asthma in bed

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Assessment of Electronic Clinical Monitoring Systems in the Pediatric Intensive Care Unit: Prospective Concordance Study

David Pham, Patricia Tachinardi, Lucas Bulgarelli, Wellington Dos Reis Lucena, Eneida Mendonca, Colin Rogerson

JMIR Form Res 2026 (Aug 11); 10:e93017

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Woman at desk visualizing a data network or AI model

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Improving Accessibility and Usability of Clinical Data for the Swiss Personalized Health Network: Development and Usability Study

Christophe Gaudet-Blavignac, Julien Ehrsam, Mirjam Mattei, Paloma Cito, Daniel Damian, Yves Jaggi, Jean-Louis Raisaro, Christian Lovis

JMIR Med Inform 2026 (Aug 11); 14:e86461

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Laptop displaying AI brain interface, showing data flow from phone to neural network.

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Effects of Social Media Use on Brain Dynamics in Young Male Adults: Multistage Concurrent Electroencephalography–Functional Magnetic Resonance Imaging Study

Ke Bai, Bin-Jie Wu, Ze-Ze Wang, Xu-Jia Cao, Jia-Qi Dou, Xin-Yue Jiang, Sha-Sha Zhao, Zhu-Hong Chen, Yu-Ting Li, Yu-Xuan Shang, Guan Yang, Yu Han, Xiu-Long Feng, Bo Hu, Wen Wang, Tian-Xiang Zhou

JMIR Med Inform 2026 (Aug 06); 14:e86963

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Dark blue medical bag with red cross and stethoscope, medical kit

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The Digital Evolution of the Medical Black Bag: Environmental Scan With Trend Analysis and Horizon Scanning

Gellért Katonai, Nora Arvai, Bertalan Mesko

J Med Internet Res 2026 (Aug 06); 28:e93861

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Doctor in lab coat using computer and mouse at desk.

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Effects of Model Choice, Corpus Context, and Post Hoc Correction on Layer-Level Embedding Degradation in Clinical Document Retrieval: Experimental Study