Papers matching “random forest classification” 123
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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 -
Automation of Hemocompatibility Analysis Using Image Segmentation and a Random Forest2020 arXiv (Cornell University) preprint 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
0citations -
Balsa: A Fast C++ Random Forest Classifier with Command-line and Python Interface2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Machine Learning and Data Classification Open access
Tobias Borsdorff, Denis de Leeuw Duarte, Joris van Zwieten, S. Mandal, Jochen Landgraf
0citations -
Balsa: A Fast C++ Random Forest Classifier with Command-line and Python Interface2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Machine Learning and Data Classification Open access
Tobias Borsdorff, Denis de Leeuw Duarte, Joris van Zwieten, S. Mandal, Jochen Landgraf
0citations -
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 -
Machine learning approach identifies miRNA signatures for breast cancer detection and classification from patient urine samples2024 Research Square preprint 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
1citations -
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