Papers matching “random forest feature selection” 34
Not finding it? Sign in to also search OpenAlex live.
-
Finding Quasars behind the Galactic Plane. IV. Candidate Selection from Chandra with Random Forest2026 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Yanli Ai, Y H Zhang, Yuming Fu, Xue-Bing Wu, Wenfeng Wen, Jiayuan Zhou, +3 more
1citations -
Comparative Analysis of Feature Selection Methods in the use-case of ARDS Classification in Clinical Time-Series Data2025 Infinite Science GmbH article Health Professions Artificial Intelligence in Healthcare Open access
Simon Fonck, Sina Wedding, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Tuo Deng, +1 more
25citations -
Photometric selection and redshifts for quasars in the Kilo-Degree Survey Data Release 42021 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Szymon J. Nakoneczny, Maciej Bilicki, A. Pollo, Marika Asgari, Andrej Dvornik, T. Erben, +7 more
40citations -
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 -
Evaluation of different classification methods using electronic nose data to diagnose sarcoidosis2023 Journal of Breath Research article Engineering Advanced Chemical Sensor Technologies Open access
Iris G. van der Sar, Nynke van Jaarsveld, Imme A Spiekerman, Floor J Toxopeus, Quint L Langens, Marlies S Wijsenbeek, +2 more
9citations -
Upscaling Net Ecosystem Exchange Over Heterogeneous Landscapes With Machine Learning2021 Geo-Leo e-docs (Deutsche Initiative für Netzwerkinformation) article Environmental Science Plant Water Relations and Carbon Dynamics Open access
Oliver Reitz, Alexander Graf, Marius Schmidt, Gunnar Ketzler, Michael Leuchner
50citations -
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