Papers matching “deep learning classification” 236
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A benchmark for neural network robustness in skin cancer classification2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access
Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more
65citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
8citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
52citations -
A multi-band AGN-SFG classifier for extragalactic radio surveys using machine learning2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Juan Karsten, Lingyu Wang, Berta Margalef-Bentabol, P. N. Best, R. Kondapally, Antonio La Marca, +4 more
6citations -
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge2025 The Journal of Machine Learning for Biomedical Imaging article Computer Science Brain Tumor Detection and Classification Open access
Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Pierre Nedelec, Nourel Hoda Tahon, +87 more
31citations -
Fully Automated 3D Vestibular Schwannoma Segmentation with and without Gadolinium-based Contrast Material: A Multicenter, Multivendor Study2022 Radiology Artificial Intelligence article Neuroscience Brain Tumor Detection and Classification Open access
Olaf M. Neve, Yunjie Chen, Qian Tao, Stephan R. Romeijn, Nick P. de Boer, Willem Grootjans, +6 more
42citations -
Automated Brain Tumor Detection and Segmentation for Treatment Response Assessment Using Amino Acid PET2023 Journal of Nuclear Medicine article Neuroscience Brain Tumor Detection and Classification Open access
Robin Gutsche, Carsten Lowis, K. Ziemons, Martin Köcher, Garry S. Ceccon, Cláudia Régio Brambilla, +5 more
30citations -
Radiomics: from qualitative to quantitative imaging2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sithin Thulasi Seetha, Turkey Refaee, Relinde I. Y. Lieverse, Renée W. Y. Granzier, Abdalla Ibrahim, Simon Keek, +10 more
384citations