Methods and Instruments in Medical Informatics

Articles published in 2026 in this theme: 24 (scroll down to load remaining articles)

2026

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Methodological Development and Assessing Prescribing Determinants Through Cumulative Drug Exposure in Hospitalized Patients: Proof-of-Concept Retrospective Study

Mathilde Bories, Guillaume Bouzillé, Marc Cuggia, Pascal Le Corre, Aurélie Bannay

JMIR Med Inform 2026 (Apr 16); 14:e76961

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Reporting Horizon Scanning Studies: Prototype Development Study

Sonia Garcia Gonzalez-Moral, Megan Fairweather, Sarah Khan, Ross Fairbairn, Gill Norman

J Med Internet Res 2026 (Apr 16); 28:e88253

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Artificial Intelligence for Identifying Patient-Reported Outcome and Experience Measures in Oncology: Retrospective Cross-Sectional Study Using ClinicalTrials.gov

Jessica Soyer, Akram Hecini, Sylvain Juchet, Céline Desvignes-Gleizes, Maxime Thiebaut, Jean-Philippe Bertocchio

J Med Internet Res 2026 (Apr 16); 28:e84533

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Research on Risk Transfer Pathways for Lung Cancer Among Middle-Aged and Older Individuals Using Deep Reinforcement Learning: Retrospective Cohort Study

Songjing Chen, Sizhu Wu

JMIR Med Inform 2026 (Apr 15); 14:e74990

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Enhancing Model Generalizability in Medical Artificial Intelligence: Systematic Comparison of Categorical Encoding and Sampling Techniques for Imbalanced Data

Chien-wei Chuang, Chung-Kuan Wu, Chao-Hsin Wu, Ben-Chang Shia, Mingchih Chen

JMIR Med Inform 2026 (Apr 13); 14:e75655

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Predicting Electronic Health Record Usability: Scoping Review of Adoption Models, Metrics, and Future Directions

Dillon Chrimes, Alex Thomo, Mu-Hsing Alex Kuo, Elizabeth M Borycki, Andre Kushniruk

JMIR Hum Factors 2026 (Apr 08); 13:e86076

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Real-Time Symptom Ratings Using Ecological Momentary Assessment Versus Traditional Questionnaires in Patients With Chronic Obstructive Pulmonary Disease: Observational Study

Banchia Palmen, Maarten van Herck, Yvonne M J Goërtz, Zjala Ebadi, Qichen Deng, Melissa S Y Thong, Chris Burtin, Jeannette B Peters, Roy T M Sprooten, Erik W M A Bischoff, Emiel F M Wouters, Jan H Vercoulen, Sarah Houben-Wilke, Daisy J A Janssen, Martijn A Spruit, Anouk W Vaes

JMIR Med Inform 2026 (Apr 07); 14:e79001

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The Impact of Evaluation Strategy on Sepsis Prediction Model Performance Metrics in Intensive Care Data: Retrospective Cohort Study

Dang-Khoa Do, Patrick Rockenschaub, Sebastian Daniel Boie, Oliver Kumpf, Hans-Dieter Volk, Felix Balzer, Falk von Dincklage, Gregor Lichtner

J Med Internet Res 2026 (Mar 24); 28:e72083

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Ontology-Based Medication Named Entity Recognition Using Pretrained Transformer Models From a Thai Hospital: Model Fine-Tuning and Validation Study

Natthanaphop Isaradech, Wachiranun Sirikul, Stefan Schulz, Markus Kreuzthaler

JMIR Form Res 2026 (Mar 20); 10:e82685

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CT Radiomics–Based Machine Learning Model for Predicting Capsular and Neural Invasion in Thyroid Carcinoma: Diagnostic Accuracy Study

Fang-fang Cong, Ke Tian, Qian Gao, Fulin Wang, Peng Sun, Nan Xu

JMIR Med Inform 2026 (Mar 12); 14:e77349

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Developing a Thai User Interface Terminology for Systematized Nomenclature of Medicine Clinical Terms Implementation in Primary Care: Cross-Sectional Content Coverage Analysis

Nat Tangchitnob, Wanchana Ponthongmak, Boonchai Kijsanayotin, Oraluck Pattanaprateep, Sithakom Phusanti, Pongsakorn Atiksawedparit, Kamonporn Suwanthaweemeesuk, Jirayus Siangfu, Gareth J McKay, John Attia, Ammarin Thakkinstian

JMIR Med Inform 2026 (Mar 09); 14:e80039

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3D Comparative Evaluation of Condylar Morphology Between Chronic Areca Nut Chewers and Nonchewers: Protocol for a Case-Control Study

Vaishnavi Tarpe, Suwarna Dangore Khasbage

JMIR Res Protoc 2026 (Mar 06); 15:e84038

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Balancing Privacy and Utility in Child and Adolescent Mental Health Services Research: Retrospective Cohort Study on Synthetic Data Generation

Mounir Haizoune, Bennett L Leventhal, Dipendra Pant, Øystein Nytrø, Kaban Koochakpour, Roman A Koposov, Lars Ravn Øhlckers, Norbert Skokauskas

JMIR Med Inform 2026 (Feb 26); 14:e71819

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Exploring Self-Management–Based Mobile Health User Typologies and Associations Between User Types and Satisfaction With Key Mobile Health Functions: Comparative Study of Various Fitness and Weight Management App User Types

Tong Wang, Yiwen Fan, Zheng Li, Xiaoyi Jiao, Qichuan Fang, Junhao Ma, Jianbo Lei

JMIR Med Inform 2026 (Feb 10); 14:e64860

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Prediction of First and Multiple Antiretroviral Therapy Interruptions in People Living With HIV: Comparative Survival Analysis Using Cox and Explainable Machine Learning Models

Donald Salami, Emily Koech, Janet M Turan, Kristen A Stafford, Lilly Muthoni Nyagah, Stephen Ohakanu, Anthony K Ngugi, Manhattan Charurat

JMIR Med Inform 2026 (Feb 04); 14:e78964

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First Implementation of a Point-of-Care Ultrasound Course in Undergraduate Medical Students in Peru: Mixed Methods Study

Otto Barnaby Guillén-López

JMIR Form Res 2026 (Jan 30); 10:e82717

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Extended Grammar of Systematized Nomenclature of Medicine – Clinical Terms for Semantic Representation of Clinical Data: Methodological Study

Christophe Gaudet-Blavignac, Julien Ehrsam, Monika Baumann, Adel Bensahla, Mirjam Mattei, Yuanyuan Zheng, Christian Lovis

J Med Internet Res 2026 (Jan 28); 28:e80314

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Multi-Evidence Clinical Reasoning With Retrieval-Augmented Generation for Emergency Triage: Retrospective Evaluation Study

Hang Sheung Wong, Tsz Kwan Wong

JMIR Med Inform 2026 (Jan 26); 14:e82026

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Identification and Localization of Breast Tumor Components via a Convolutional Neural Network Based on High-Frequency Ultrasound Combined With Histopathologic Registration: Prospective Study

Jia-Qian Yao, Wen-Wen Zhou, Zhi-Fei Chai, Fei Ren, Tong-Yi Huang, Tian-Tian Zhen, Hui-Juan Shi, Xiao-Yan Xie, Ze Zhao, Ming Xu

JMIR Med Inform 2026 (Jan 23); 14:e81181

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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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