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Karol Gotkowski
Karol Gotkowski
Technische Universität Darmstadt
Segmentation
Computer science
Mahalanobis distance
Feature vector
Deep learning
3
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Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
2022
Medical Image Analysis
Camila González
Karol Gotkowski
Moritz Fuchs
Andreas Bucher
Armin Dadras
Ricarda Fischbach
Isabel Jasmin Kaltenborn
Anirban Mukhopadhyay
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Detecting When Pre-trained nnU-Net Models Fail Silently for Covid-19 Lung Lesion Segmentation
2021
MICCAI | Medical Image Computing and Computer-Assisted Intervention
Camila González
Karol Gotkowski
Andreas M. Bucher
Ricarda Fischbach
Isabel Kaltenborn
Anirban Mukhopadhyay
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Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation
2021
arXiv: Image and Video Processing
Camila González
Karol Gotkowski
Andreas M. Bucher
Ricarda Fischbach
Isabel Kaltenborn
Anirban Mukhopadhyay
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