Methods and Instruments in Medical Informatics

Articles published in this theme: 228 (scroll down to load remaining articles)

2026

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Psychosocial Stress in the Chinese Community: Speech Analytics Through Linguistic and Acoustic Fusion Using Machine Learning

Amanda M Y Chu, Benson S Y Lam, Jenny T Y Tsang, Agnes Tiwari, Jacky N L Chan, Mike K P So

JMIR Biomed Eng 2026 (May 29); 11:e91138

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Prediction Models for Frailty in People Living With HIV: Protocol for a Systematic Review and Meta-Analysis of Prognostic Models

Yeye Hu, Meilian Xie, Zhiyun Zhang

JMIR Res Protoc 2026 (May 26); 15:e89842

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Prediction of 30-Day All-Cause Hospital Readmissions Using Limited Structured Electronic Health Record Data: Retrospective Comparative Study

Ritam Ghosh, Dariush Khezrimotlagh, Sara Imanpour, Ilya Shvartsman

JMIR Form Res 2026 (May 22); 10:e83918

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Scalable Identification of Clinically Relevant Chronic Obstructive Pulmonary Disease Documents in Large-Scale Electronic Health Record Datasets With a Lightweight Natural Language Processing Model: Retrospective Cohort Study

Mohammed Al-Garadi, Sharon E Davis, Michael E Matheny, Dax Westerman, Adrienne K Conger, Bradley W Richmond, Thomas A Lasko, Iben M Ricket, Laura M Paulin, Jeremiah R Brown, Ruth M Reeves

JMIR Med Inform 2026 (May 12); 14:e84326

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Clinical Context Variables Collectively Rival Model Choice in Embedding-Based Retrieval: Multi-Corpus Benchmark Study

Yngve Mikkelsen

JMIR Med Inform 2026 (May 07); 14:e94241

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Demographic Profiles and Methodologies Used in the Generation and Validation of Resting Metabolic Rate Prediction Equations: Protocol for a Systematic Review

James W Navalta, Jafrā D Thomas, Whitley J Stone

JMIR Res Protoc 2026 (Apr 30); 15:e82482

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Data-Efficient Language Model for Assessing Pulmonary Embolism Diagnostic Certainty From Radiology Reports: Model Development and Validation Study

Feifan Liu, Ruofan Hu, Donghyuk Kim, Hao Lo, Yevgeniy Kharonov, Ansh Johri, Ben S Gerber, Elke Rundensteiner, Lauren M Westafer, Jeroan Allison, Catarina Kiefe, Alexander Bankier, Max P Rosen

JMIR Med Inform 2026 (Apr 28); 14:e79972

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Predicting Pediatric Urological Surgery Duration Through Multimodal Patient-Physician Feature Fusion: Deep Learning Framework Incorporating Clinical Text Embedding

Yonggen Zhao, Ruoge Lin, Yiying Sun, Lingdong Chen, Jian Huang, Guangjie Chen, Zhu Zhu, Gang Yu

JMIR Med Inform 2026 (Apr 28); 14:e82329

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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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