Papers matching “classification methods” 1,474
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Uncertainty Estimation in Medical Image Classification: Systematic Review2022 JMIR Medical Informatics review Medicine Artificial Intelligence in Healthcare and Education Open access
Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, +2 more
81citations -
2023 EULAR classification criteria for hand osteoarthritis2024 Annals of the Rheumatic Diseases article Medicine Osteoarthritis Treatment and Mechanisms Open access
Ida Kristin Haugen, David T. Felson, Abhishek Abhishek, Françis Berenbaum, Sita Bierma-Zeinstra, Krysia Dziedzic, +25 more
30citations -
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review2021 Journal of Medical Internet Research review Medicine Cutaneous Melanoma Detection and Management Open access
Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more
66citations -
Expert Consensus on the Primary Aldosteronism Severity Classification and its strategic application in indicating adrenal venous sampling2025 European Journal of Endocrinology article Medicine Hormonal Regulation and Hypertension Open access
Masanori Murakami, Mitsuhide Naruse, Hiroki Hill Kobayashi, Mirko Parasiliti‐Caprino, Fabio Bioletto, Denise Brüdgam, +44 more
25citations -
Motion Artifact Detection and Classification for Unobtrusive Cardiorespiratory Signals Using Machine Learning2022 Computing in cardiology conference-paper Engineering Non-Invasive Vital Sign Monitoring Open access
Onno Linschmann, Carl Fredrik Olle Revander, Steffen K. Leonhardt, Markus Lueken
2citations -
BERNN: Enhancing classification of Liquid Chromatography Mass Spectrometry data with batch effect removal neural networks2024 Nature Communications article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access cited by 1 patent
Simon J. Pelletier, Mickaël Leclercq, Florence Roux‐Dalvai, Matthijs B. de Geus, Shannon N. Leslie, Weiwei Wang, +6 more
24citations -
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 -
Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access
Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert
5citations -
MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
1,037citations -
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more
73citations -
Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest2020 Spectrochimica Acta Part B Atomic Spectroscopy article Engineering Laser-induced spectroscopy and plasma Open access
Jakub Vrábel, Erik Képeš, Ludovic Duponchel, Vincent Motto-Ros, C. Fabre, Sven Connemann, +8 more
72citations -
Ten numbers from the Laplace–Beltrami spectrum facilitate training-free classification of protein structures based on surface shape2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Miriam Fernández-Giro Muñoz, Jessica Emonts, Benjamin Berkels, Johannes F. Buyel
0citations -
Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification2022 Frontiers in Neuroscience article Medicine Dementia and Cognitive Impairment Research Open access
Wouter van Loon, Frank de Vos, Marjolein Fokkema, Botond Szabó, Marisa Koini, Reinhold Ernst Schmidt, +1 more
5citations -
Molecular Classification of the PORTEC-3 Trial for High-Risk Endometrial Cancer: Impact on Prognosis and Benefit From Adjuvant Therapy2020 Journal of Clinical Oncology article Medicine Endometrial and Cervical Cancer Treatments Open access cited by 1 patent
Alicia León‐Castillo, Stephanie M. de Boer, Melanie E. B. Powell, Linda Mileshkin, Helen J MacKay, Alexandra F. Leary, +16 more
877citations