Papers matching “random forest classification” 78
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Random forest algorithm identifies miRNA signatures for breast cancer detection and classification from patient urine samples2024 Therapeutic Advances in Medical Oncology article Biochemistry, Genetics and Molecular Biology MicroRNA in disease regulation Open access
Jochen Maurer, Matthias Rübner, Chao‐Chung Kuo, Birgit Klein, Julia Franzen, Julia Wittenborn, +4 more
3citations -
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 -
Condition Classification of Fibre Ropes during Cyclic Bend over Sheave testing Using Machine Learning2022 International Journal of Prognostics and Health Management article Engineering Mechanical stress and fatigue analysis Open access
Shaun Falconer, Thomas Bäck, Ellen Nordgård-Hansen, Geir Grasmo
0citations -
QSAR-derived affinity fingerprints (part 1): fingerprint construction and modeling performance for similarity searching, bioactivity classification and scaffold hopping2020 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Ctibor Škuta, Isidro Cortés‐Ciriano, Wim Dehaen, Gerard J. P. van Westen, Igor V. Tetko, Andreas Bender, +1 more
50citations -
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 -
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 -
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 -
Automation of hemocompatibility analysis using image segmentation and supervised classification2020 Engineering Applications of Artificial Intelligence article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Johanna C. Clauser, Judith Maas, Jutta Arens, Thomas Schmitz‐Rode, Ulrich Steinseifer, Benjamin Berkels
12citations -
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 -
Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana M. Oliveira, +4 more
3citations -
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 -
Exhaled volatile organic compounds detect pulmonary exacerbations early in children with cystic fibrosis: results of a 1 year observational pilot study2021 Journal of Breath Research article Engineering Advanced Chemical Sensor Technologies Open access
Marieke van Horck, Agnieszka Smolinska, Geertjan Wesseling, Karin M. de Winter‐de Groot, Ilja de Vreede, Björn Winkens, +4 more
15citations