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A non-invasive, automated diagnosis of Menière’s disease using radiomics and machine learning on conventional magnetic resonance imaging: A multicentric, case-controlled feasibility study2021 La radiologia medica article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marly F. J. A. van der Lubbe, Akshayaa Vaidyanathan, Marjolein de Wit, Elske L. van den Burg, Alida Annechien Postma, Tjasse Doewe Bruintjes, +7 more
36citations -
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 -
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 -
#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 -
Improving the Detection of Potential Cases of Familial Hypercholesterolemia: Could Machine Learning Be Part of the Solution?2024 Journal of the American Heart Association article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Antonio J. Vallejo‐Vaz, Joana Rita Chora, Fotios Barkas, Julia Brandts, Alireza S. Mahani, +3 more
6citations -
Early Prediction of COVID-19 Patient Survival by Targeted Plasma Multi-Omics and Machine Learning2022 Molecular & Cellular Proteomics article Medicine COVID-19 Clinical Research Studies Open access
Vincent R. Richard, Claudia Gaither, Robert Popp, Daria Chaplygina, Alexander G. Brzhozovskiy, Alexey S. Kononikhin, +4 more
48citations -
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 -
Examination of the performance of machine learning-based automated coronary plaque characterization by near-infrared spectroscopy–intravascular ultrasound and optical coherence tomography with histology2025 European Heart Journal - Digital Health article Medicine Coronary Interventions and Diagnostics Open access
Retesh Bajaj, Ramya Parasa, Alexander Broersen, Tom Johnson, Mohil Garg, Francesco Prati, +12 more
11citations -
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 -
Evaluation of postoperative bleeding risk after dental extractions in patients on antithrombotic medication: A comparison of machine learning and clinical experience2025 Clinical Oral Investigations article Medicine Antiplatelet Therapy and Cardiovascular Diseases Open access
Marie Sophie Katz, Orian Nathan Mahlow, Rajae Benidamou, Mark Ooms, Marius Heitzer, Dirk Elvers, +2 more
1citations -
Prediction of Gastrointestinal Bleeding Hospitalization Risk in Hemodialysis: Machine Learning vs. Logistic Regression2024 Journal of the American Society of Nephrology article Medicine Gastrointestinal Bleeding Diagnosis and Treatment
Suman Kumar Lama, John W. Larkin, Sheetal Chaudhuri, Yue Jiao, Anke C. Winter, Manuela Stauss‐Grabo, +6 more
0citations -
Multiphase CT-based prediction of Child-Pugh classification: a machine learning approach2020 European Radiology Experimental article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Johannes Thüring, Oliver Rippel, Christoph Haarburger, Dorit Merhof, Philipp Schad, Philipp Bruners, +2 more
18citations