Papers matching “deep learning classification” 420
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Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more
14citations -
Identification of extracellular vesicles from their Raman spectra via self-supervised learning2024 Scientific Reports article Biochemistry, Genetics and Molecular Biology Extracellular vesicles in disease Open access
Mathias Novik Jensen, Eduarda M. Guerreiro, Agustin Enciso‐Martinez, Sergei G. Kruglik, Cees Otto, Omri Snir, +2 more
18citations -
Identification of extracellular vesicles from theirRaman spectra via self-supervised learning2023 Research Square preprint Biochemistry, Genetics and Molecular Biology Extracellular vesicles in disease Open access
Mathias Novik Jensen, Eduarda Mazagao Guerreiro, Agustin Enciso‐Martinez, Sergei G. Kruglik, Cees Otto, Omri Snir, +2 more
0citations -
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 -
Catalogue of disc galaxy morphological classification in the KiDS-NW2 field2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, Lingyu Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
0citations -
Catalogue of disc galaxy morphological classification in the KiDS-NW2 field2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Antonio La Marca, Maria Teresa Nardone, Lingyu Wang, Berta Margalef-Bentabol, Sandor Kruk, Scott C. Trager
0citations -
Deep convolutional neural networks for surface coal mines determination from sentinel-2 images2021 European Journal of Remote Sensing article Engineering Remote-Sensing Image Classification Open access
Logambal Madhuanand, Pankaj Sadavarte, Antoon J. H. Visschedijk, Hugo Denier van der Gon, Ilse Aben, Frank Osei
32citations -
Machine Learning Algorithms in Neuroimaging: An Overview2021 Acta neurochirurgica. Supplementum book-chapter Medicine Artificial Intelligence in Healthcare and Education
Vittorio Stumpo, Julius M. Kernbach, Christiaan Hendrik Bas van Niftrik, Martina Sebök, Jorn Fierstra, Luca Regli, +2 more
16citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations -
MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations