Papers matching “machine learning models” 231
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Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury2020 Journal of Clinical Epidemiology article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Benjamin Yaël Gravesteijn, Daan Nieboer, Ari Ercole, Hester Floor Lingsma, David Nelson, Ben Van Calster, +90 more
198citations -
Large language models streamline automated machine learning for clinical studies2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Tianyu Han, Mahshad Lotfinia, Christiane Katharina Kuhl, Jakob Nikolas Kather, Daniel Truhn, +1 more
115citations -
Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury2022 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Giorgia Carra, Fabián Güiza, Ian Piper, Giuseppe Citerio, Andrew I.R. Maas, Bart P. Depreitere, +44 more
42citations -
Machine learning-driven prioritization of lipoprotein(a) testing: model development and validation2026 European Journal of Preventive Cardiology article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Fotios Barkas, Julia Brandts, Sunganani Kwilasi, Kanika Dharmayat, Amany K. Elshorbagy, +5 more
1citations -
Machine learning for developing a prediction model of hospital admission of emergency department patients: Hype or hope?2021 International Journal of Medical Informatics article Medicine Emergency and Acute Care Studies Open access
Anne de Hond, Wouter Raven, Laurens Schinkelshoek, Menno Iskander Gaakeer, Ewoud ter Avest, Özcan Sir, +7 more
66citations -
Machine Learning‐Based Model Selection and Averaging Outperform Single‐Model Approaches for a Priori Vancomycin Precision Dosing2025 CPT Pharmacometrics & Systems Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Wisse van Os, Amaury O’Jeanson, Carla Troisi, Chun Liu, Jordan T. Brooks, Jasmine H. Hughes, +2 more
13citations -
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study2025 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
2citations -
Machine learning prediction model for postoperative outcome after perforated appendicitis2022 Langenbeck s Archives of Surgery article Medicine Appendicitis Diagnosis and Management Open access
Roman Eickhoff, Alwin Bulla, Simon Bodo Eickhoff, Daniel Heise, Marius Julian Helmedag, Andreas Kroh, +3 more
32citations -
#2067 Prediction of gastrointestinal bleeding hospitalization risk in hemodialysis using machine learning techniques2024 Nephrology Dialysis Transplantation article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
John W. Larkin, Suman Kumar Lama, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access
Jacobien H. F. Oosterhoff, Anne de Hond, Rinne M Peters, Liza N. van Steenbergen, Juliette Caroline Sorel, Wierd Pieter Zijlstra, +7 more
12citations -
Machine-learning derived algorithms for prediction of radiographic progression in early axial spondyloarthritis2022 Clinical and Experimental Rheumatology article Medicine Spondyloarthritis Studies and Treatments Open access
Romain Garofoli, Matthieu Resche‐Rigon, Christian Roux, Désirée M F M van der Heijde, Maxime Dougados, Anna Moltó
7citations -
Machine Learning-Based Prediction of in-Hospital Death for Patients with Takotsubo Syndrome: The InterTAK-ML Model2023 European Journal of Heart Failure article Medicine Takotsubo Cardiomyopathy and Associated Phenomena Open access
Ovidio DE FILIPPO, Victoria L. Cammann, Corrado Pancotti, Davide Di Vece, Angelo Silverio, Victor Schweiger, +93 more
43citations -
Urinary microRNAs for the non-invasive diagnosis of endometriosis identified by next-generation sequencing and machine learning2026 Reproductive Biology and Endocrinology article Medicine Endometriosis Research and Treatment Open access
Tomáš Kupec, Julia Wittenborn, Chao-Chung Kuo, Laila Najjari, Rebecca Senger, Philipp Meyer-Wilmes, +2 more
4citations