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Karol Gotkowski
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Journal Articles
- 2022
- [j2]Camila González
, Karol Gotkowski
, Moritz Fuchs
, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay:
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. Medical Image Anal. 82: 102596 (2022) - 2020
- [j1]Martin Steinebach, Huajian Liu
, Karol Gotkowski
:
Fake News Detection by Image Montage Recognition. J. Cyber Secur. Mobil. 9(2): 175-202 (2020)
Conference and Workshop Papers
- 2022
- [c5]Karol Gotkowski
, Huajian Liu, Martin Steinebach:
NoiseSeg: An image splicing localization fusion CNN with noise extraction and error level analysis branches. Media Watermarking, Security, and Forensics 2022: 1-7 - [c4]Karol Gotkowski
, Camila González, Isabel Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay:
i3Deep: Efficient 3D interactive segmentation with the nnU-Net. MIDL 2022: 441-456 - 2021
- [c3]Karol Gotkowski
, Camila González, Andreas Bucher, Anirban Mukhopadhyay:
M3d-CAM - A PyTorch Library to Generate 3D Attention Maps for Medical Deep Learning. Bildverarbeitung für die Medizin 2021: 217-222 - [c2]Camila González
, Karol Gotkowski
, Andreas Bucher, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay:
Detecting When Pre-trained nnU-Net Models Fail Silently for Covid-19 Lung Lesion Segmentation. MICCAI (7) 2021: 304-314 - 2019
- [c1]Martin Steinebach, Karol Gotkowski, Huajian Liu:
Fake News Detection by Image Montage Recognition. ARES 2019: 55:1-55:9
Informal and Other Publications
- 2024
- [i5]Karol Gotkowski, Carsten T. Lüth, Paul F. Jäger, Sebastian Ziegler, Lars Krämer, Stefan Denner, Shuhan Xiao, Nico Disch, Klaus H. Maier-Hein, Fabian Isensee:
Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation. CoRR abs/2403.12834 (2024) - 2023
- [i4]Karol Gotkowski, Shuvam Gupta, Jose R. A. Godinho, Camila G. S. Tochtrop, Klaus H. Maier-Hein, Fabian Isensee:
[Work in progress] Scalable, out-of-the box segmentation of individual particles from mineral samples acquired with micro CT. CoRR abs/2301.13319 (2023) - 2022
- [i3]Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay:
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. CoRR abs/2208.03217 (2022) - 2021
- [i2]Camila González, Karol Gotkowski, Andreas Bucher, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay:
Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation. CoRR abs/2107.05975 (2021) - 2020
- [i1]Karol Gotkowski, Camila González, Andreas Bucher, Anirban Mukhopadhyay:
M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning. CoRR abs/2007.00453 (2020)
Coauthor Index
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