Papers matching “random forest classification” 26
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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 -
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 -
Flow cytometry and machine learning enable identification of allergenic urban tree pollen2026 Atmospheric measurement techniques article Medicine Allergic Rhinitis and Sensitization Open access
Sarah Tardif, Maria Raquel Kanieski, Gauthier Lapa, Grégoire Bonnamour, Rita Sousa‐Silva, Isabelle Laforest‐Lapointe, +1 more
0citations -
Delayed and More Variable Unimanual and Bimanual Finger Tapping in Alzheimer’s Disease: Associations with Biomarkers and Applications for Classification2023 Journal of Alzheimer s Disease article Medicine Dementia and Cognitive Impairment Research Open access
Vincent Koppelmans, Marit F. L. Ruitenberg, Sydney Y. Schaefer, Jace B. King, John M. Hoffman, Amanda F. Mejia, +2 more
34citations -
Multimodal Monitoring Results Around Delayed Cerebral Infarction After Aneurysmal Subarachnoid Hemorrhage2026 Translational Stroke Research article Medicine Intracranial Aneurysms: Treatment and Complications Open access
Michael Veldeman, Stefan Yu Bögli, Ihsane Olakorede, Catharina Conzen, Miriam Weiss, Nick Kastenholz, +8 more
0citations -
Uveal Melanoma Patients Have a Distinct Metabolic Phenotype in Peripheral Blood2023 International Journal of Molecular Sciences article Medicine Ocular Oncology and Treatments Open access
Daniël P. de Bruyn, Michiel Bongaerts, Ramon Bonte, Jolanda Vaarwater, Magda A. Meester‐Smoor, Robert M. Verdijk, +6 more
11citations -
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 -
Deep learning-based predictive modeling of PNPLA3 variant carriers using radiomics data from the UK Biobank2024 Zeitschrift für Gastroenterologie article Medicine Radiomics and Machine Learning in Medical Imaging
Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Daniel Truhn, Carolin Victoria Schneider
0citations -
A Decentralized Kidney Transplant Biopsy Classifier for Transplant Rejection Developed Using Genes of the Banff-Human Organ Transplant Panel2022 Frontiers in Immunology article Medicine Renal Transplantation Outcomes and Treatments Open access
Myrthe van Baardwijk, Iacopo Cristoferi, Jie Ju, Hilal Varol, Robert C. Minnee, Marlies E. J. Reinders, +3 more
24citations -
Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm2022 Clinical Orthopaedics and Related Research article Medicine Hip and Femur Fractures Open access
Anouk van de Kuit, Jacobien H. F. Oosterhoff, Hidde Dijkstra, Sheila Sprague, Sofia Bzovsky, Mohit Bhandari, +6 more
12citations -
Using ensemble radiomic models to identify uncertainty in lung nodule classifications2025 European Journal of Radiology Artificial Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Elisabeth A. G. Pfaehler, Lena Krieger, Ira Assent, Sven Nebelung, Alex Zwanenburg, Daniel Truhn
1citations