Karol Gotkowski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Interactive Segmentation

Lesion Segmentation

Localization Error

Top Venues

Medical Image Anal.

Publications

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 (2024)
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 (2023)
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 (2022)
Karol Gotkowski, Camila González, Isabel Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay
i3Deep: Efficient 3D interactive segmentation with the nnU-Net. MIDL (2022)
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 (2022)
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)
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)
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 (2021)
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)
Martin Steinebach, Huajian Liu, Karol Gotkowski
Fake News Detection by Image Montage Recognition. J. Cyber Secur. Mobil. 9 (2) (2020)
Karol Gotkowski, Camila González, Andreas Bucher, Anirban Mukhopadhyay
M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning. CoRR (2020)
Martin Steinebach, Karol Gotkowski, Huajian Liu
Fake News Detection by Image Montage Recognition. ARES (2019)