Papers matching “random forest feature selection” 18
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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 -
Predicting and elucidating the etiology of fatty liver disease: A machine learning modeling and validation study in the IMI DIRECT cohorts2020 PLoS Medicine article Medicine Liver Disease Diagnosis and Treatment Open access cited by 3 patents
Naeimeh Atabaki‐Pasdar, Mattias Ohlsson, Ana Viñuela, Francesca Frau, Hugo Pomares‐Millan, Mark Haid, +57 more
96citations -
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 -
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more
52citations -
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 -
MRI-Based Radiomics Analysis for the Pretreatment Prediction of Pathologic Complete Tumor Response to Neoadjuvant Systemic Therapy in Breast Cancer Patients: A Multicenter Study
Renée W. Y. Granzier, Abdalla Ibrahim, Sergey P. Primakov, Sanaz Samiei, Thiemo J. A. van Nijnatten, Maaike de Boer, +7 more
42citations -
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 -
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning2022 Annals of Intensive Care article Medicine Respiratory Support and Mechanisms Open access cited by 1 patent
Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, +92 more
14citations -
Development and Validation of a Coronary Computed Tomography Angiography‐Based Radiomics‐Integrated Model for Noninvasive Detection of Left Atrial Appendage Thrombus in Atrial Fibrillation2026 Journal of the American Heart Association article Medicine Atrial Fibrillation Management and Outcomes Open access
Ran Xin, Guanhua Dou, Yipu Ding, S Wang, Zinuan Liu, Xi Wang, +7 more
0citations
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