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GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows.
In: Communications Engineering, 2 (1)
doi: 10.1038/s44172-023-00066-3
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González, Camila ; Gotkowski, Karol ; Fuchs, Moritz ; Bucher, Andreas ; Dadras, Armin ; Fischbach, Ricarda ; Kaltenborn, Isabel Jasmin ; Mukhopadhyay, Anirban (2022)
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation.
In: Medical Image Analysis, 82
doi: 10.1016/j.media.2022.102596
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Gotkowski, Karol ; Gonzalez, Camila ; Bucher, Andreas ; Mukhopadhyay, Anirban (2021)
M3d-CAM: a PyTorch Library to Generate 3D Attention Maps for Medical Deep Learning.
German Workshop on Medical Image Computing. Regensburg, Germany (07.-09.03.2021)
doi: 10.1007/978-3-658-33198-6_52
Konferenzveröffentlichung, Bibliographie

Gonzalez, Camila ; Gotkowski, Karol ; Bucher, Andreas ; Fischbach, Ricarda ; Kaltenborn, Isabel ; Mukhopadhyay, Anirban (2021)
Detecting When Pre-trained nnU-Net Models Fail Silently for Covid-19 Lung Lesion Segmentation.
24th International Conference on Medical Image Computing and Computer-Assisted Intervention. Strasbourg, France (27.09.-01.10.2021)
doi: 10.1007/978-3-030-87234-2_29
Konferenzveröffentlichung, Bibliographie