Methods and Instruments in Medical Informatics

Articles published in 2026 in this theme: 36 (scroll down to load remaining articles)

2026

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Teleguided Point-of-Care Ultrasound for Fluid Assessment in Geriatric Inpatients Performed by Nurses and Medical Students: Prospective Observational Feasibility Study

Stephanie Heinemann, Mira Fleur Seitz, Christine A F von Arnim, Carolin Steinmetz, Miroslava Valentová

JMIR Form Res 2026 (Jun 12); 10:e88574

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Effectiveness of Guideline-Based Clinical Decision Support Systems: Protocol for a Systematic Review

Berkay Newroz Aksu, Bora Gashi, Fridtjof Schiefenhövel, Martin Boeker

JMIR Res Protoc 2026 (Jun 11); 15:e87006

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Dose Recommendations for Drugs in Patients With Liver Cirrhosis (The ALIVe Study): Protocol for a Multiphase Validation and Consensus Study

Katharina Karsten Dafonte, Philipp Lutz, Christian Jansen, Christian P Strassburg, Robert Németh, Gunther Hartmann, Ulrich Jaehde, Martin Coenen

JMIR Res Protoc 2026 (Jun 09); 15:e89042

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Clinical Evaluation of the Clinical Reasoning Process of Large Language Models in Nephrology: Comparative Evaluation Study

Yuichiro Yano, Hiroaki Kakizaki, Hajime Nagasu, Seiji Kishi, Takeo Koshida, Yoshihito Nihei, Akira Hirano, Masaomi Nangaku, Hirotake Mori, Toshio Naito, Mizuki Ohashi, Shoichi Maruyama, Isao Matsui, Yoshitaka Isaka, Hirokazu Okada, Yusuke Suzuki, Naoki Kashihara

JMIR Form Res 2026 (Jun 03); 10:e89726

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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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