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• Uncertainty Estimation in Medical Image Classification: Systematic Review

  2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access

  Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more

  81

  citations
• Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study

  2020 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

  Tjardo Daniël Maarseveen, Timo Meinderink, Marcel J. T. Reinders, Johannes Knitza, Tom W. J. Huizinga, Arnd Kleyer, +3 more

  56

  citations
• The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study

  2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Julian Gruendner, Noemi Deppenwiese, Michael Folz, Thomas Köhler, Björn Kroll, Hans‐Ulrich Prokosch, +8 more

  48

  citations
• Generation of a Fast Healthcare Interoperability Resources (FHIR)-based Ontology for Federated Feasibility Queries in the Context of COVID-19: Feasibility Study

  2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access cited by 2 patents

  Lorenz Rosenau, Raphael W. Majeed, Josef Ingenerf, Alexander Kiel, Björn Kroll, Thomas Köhler, +2 more

  33

  citations
• Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices

  2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Willem Ernst Herter, Janine Khuc, Giovanni Cinà, Bart J. Knottnerus, Mattijs Everard Numans, Maryse A. Wiewel, +5 more

  27

  citations
• Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study

  2024 JMIR Medical Informatics article Medicine Cancer survivorship and care Open access

  Anne de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W. Blayney, Ilse M.J. Kant, +2 more

  27

  citations
• Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study

  2021 JMIR Medical Informatics article Medicine COVID-19 Clinical Research Studies Open access

  Jenna Reps, Chungsoo Kim, Ross D. Williams, Aniek F. Markus, Cynthia Barcelon Yang, Talita Duarte‐Salles, +31 more

  26

  citations
• Reduction of Platelet Outdating and Shortage by Forecasting Demand With Statistical Learning and Deep Neural Networks: Modeling Study

  2021 JMIR Medical Informatics article Business, Management and Accounting Blood donation and transfusion practices Open access

  Maximilian Schilling, Lennart Rickmann, Gabriele Hutschenreuter, Cord Spreckelsen

  25

  citations
• Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study

  2022 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

  Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Märtin, Lejla Begic Fazlic, Guido Dartmann, +2 more

  14

  citations
• Standardized Comparison of Voice-Based Information and Documentation Systems to Established Systems in Intensive Care: Crossover Study

  2023 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Arne Peine, Maike Gronholz, Katharina Seidl-Rathkopf, Ahmed Hallawa, Annika Reitz, Leo Anthony Celi, +2 more

  11

  citations
• Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Scoping Review

  2024 JMIR Medical Informatics article Computer Science Machine Learning in Healthcare Open access

  Siri Lise van der Meijden, Anna M van Boekel, Harry van Goor, Rob G. H. H. Nelissen, Jan W. Schoones, Ewout Willem Steyerberg, +3 more

  11

  citations
• Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching

  2022 JMIR Medical Informatics article Pharmacology, Toxicology and Pharmaceutics Pharmacovigilance and Adverse Drug Reactions Open access

  Klaske R Siegersma, Maxime Evers, Sophie H. Bots, Floor Groepenhoff, Yolande Appelman, Leonard Hofstra, +5 more

  6

  citations
• Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study

  2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access

  Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more

  2

  citations
• Bridging Data Models in Health Care With a Novel Intermediate Query Format for Feasibility Queries: Mixed Methods Study

  2024 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Lorenz Rosenau, Julian Gruendner, Alexander Kiel, Thomas Köhler, Raphael W. Majeed

  1

  citations
• EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative

  2024 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Julian Varghese, Alexander Karl-Georg Schuster, Broder Poschkamp, Kemal Yildirim, Johannes Benedict Oehm, Philipp Berens, +25 more

  0

  citations
• Home Monitoring Delivered Through the Emergency Department for Outpatients With COVID-19: COVID19@Home Aachen Pilot Cohort Study

  2025 JMIR Medical Informatics article Medicine Telemedicine and Telehealth Implementation Open access

  Lukas Niekrenz, Christian Hübel, Christopher Plata, Henning Biermann, Leber Claas, Lisa Sophie Schütze, +12 more

  0

  citations
• Evaluating Telemedical Supervision for Critical Anesthesia Scenarios: Randomized Controlled Simulation Study

  2026 JMIR Medical Informatics article Medicine Telemedicine and Telehealth Implementation Open access

  Verena Voigt, Michael Tobias Schauwinhold, Andreas Follmann, Michael Czaplik

  0

  citations
• Evaluating the Accuracy of the Frysian Questionnaire for Differentiation of Musculoskeletal Complaints for Triage of Musculoskeletal Diseases: Algorithm Development and Validation Study

  2025 JMIR Medical Informatics article Medicine Musculoskeletal Disorders and Rehabilitation Open access

  Tjardo Daniël Maarseveen, Floor Reimann, Ahmed Hasan, Annemarie M. Schilder, Freke R. Wink, Lidy Hendriks, +2 more

  0

  citations
• Usability and Usefulness of Machine Learning–Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study

  2026 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  Willem Ernst Herter, Janine Khuc, Tobias Nicolaas Bonten, Robert A. Verheij, Mattijs Everard Numans, Niels Henrik Chavannes

  0

  citations
• Quantifying the Predictive Power of Social Determinants of Health in Cardiovascular Disease and Type 2 Diabetes Progression Using XGBoost: Retrospective Cohort Study

  2026 JMIR Medical Informatics article Health Professions Artificial Intelligence in Healthcare Open access

  Hielke Muizelaar, Marcel Haas, Maarten O van Aken, Rimke Cathelijne Vos, Marco René Spruit

  0

  citations

20 results