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pro vyhledávání: '"Christensen, Oskar Eiler Wiese"'
Autor:
Petersen, Eike, Feragen, Aasa, Zemsch, Maria Luise da Costa, Henriksen, Anders, Christensen, Oskar Eiler Wiese, Ganz, Melanie
Convolutional neural networks have enabled significant improvements in medical image-based diagnosis. It is, however, increasingly clear that these models are susceptible to performance degradation when facing spurious correlations and dataset shift,
Externí odkaz:
http://arxiv.org/abs/2204.01737
Autor:
Petersen, Eike, Feragen, Aasa, Zemsch, Luise da Costa, Henriksen, Anders, Christensen, Oskar Eiler Wiese, Ganz, Melanie
Publikováno v:
Petersen, E, Feragen, A, Zemsch, L D C, Henriksen, A, Christensen, O E W & Ganz, M 2022 ' Feature robustness and sex differences in medical imaging : a case study in MRI-based Alzheimer's disease detection ' .
Convolutional neural networks have enabled significant improvements in medical image-based disease classification. It has, however, become increasingly clear that these models are susceptible to performance degradation due to spurious correlations an
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______2751::2b757a82c7be016a0239b615f03d57d0
https://curis.ku.dk/ws/files/302391247/2204.01737v1.pdf
https://curis.ku.dk/ws/files/302391247/2204.01737v1.pdf