Karol Gotkowski

Researcher, Deutsches Krebsforschungszentrum

Joined

December 2021

Names

Karol Gotkowski (Preferred)

Emails

****@gmx.de (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Deutsches Krebsforschungszentrum (dkfz.de)

2021 – Present

MS student

Fraunhofer SIT (fraunhofer.de)

2019 – 2021

MS student

Fraunhofer IGD (fraunhofer.de)

2019 – 2021

Advisors, Relations & Conflicts

Coworker

Martin Steinebach

Present

Coworker

Huajian Liu

Present

Coworker

Anirban Mukhopadhyay

Present

Coworker

Camila Gonzalez

Present

Coworker

Fabian Isensee

Present

Coworker

Paul Jäger

Present

Expertise

deep learning

object detection

segmentation

CNN

transformer

Present

image splicing

image manipulation detection

deep fakes

Present

Publications

Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge
Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Mingxu Liu, Ping-Cheng Ku, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus H. Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, Xiaokun Liang, Daiqi Liu, Fuxin Fan et al. (16 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Revisiting 3D Medical Scribble Supervision: Benchmarking Beyond Cardiac Segmentation
Karol Gotkowski, Klaus H. Maier-Hein, Fabian Isensee
- MICCAI (8) 2025
- Readers: Everyone
Explainable AI-based analysis of human pancreas sections detects traits of type 2 diabetes
Lukas Klein, Sebastian Ziegler, Felicia Gerst, Yanni Morgenroth, Karol Gotkowski, Eyke Schöniger, Nicole Kipke, Annika Seiler, Ellen Geibelt, Martin Heni, Silvia Wagner, Silvio Nadalin, Falko Fend, Daniela Aust, Andre Mihaljevic, Daniel Hartmann, Jurgen Weitz, Reiner Jumpertz-von Schwartzenberg, Marius Distler, Andreas Birkefeld et al. (5 additional authors not shown)
- IAI Workshop @ NeurIPS 2024
- Readers: Everyone
Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation
Karol Gotkowski, Carsten T. Lüth, Paul F. Jäger, Sebastian Ziegler, Lars Krämer, Stefan Denner, Shuhan Xiao, Nico Disch, Klaus H. Maier-Hein, Fabian Isensee
- CoRR 2024
- Readers: Everyone
[Work in progress] Scalable, out-of-the box segmentation of individual particles from mineral samples acquired with micro CT
Karol Gotkowski, Shuvam Gupta, Jose R. A. Godinho, Camila G. S. Tochtrop, Klaus H. Maier-Hein, Fabian Isensee
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- CoRR 2023
- Readers: Everyone
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel Kaltenborn, Anirban Mukhopadhyay
- CoRR 2022
- Readers: Everyone
i3Deep: Efficient 3D interactive segmentation with the nnU-Net
Karol Gotkowski, Camila González, Isabel Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay
- MIDL 2022
- Readers: Everyone
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation
Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, Armin Dadras, Ricarda Fischbach, Isabel J. Kaltenborn, Anirban Mukhopadhyay
- Medical Image Anal. 2022
- Readers: Everyone
NoiseSeg: An image splicing localization fusion CNN with noise extraction and error level analysis branches
Karol Gotkowski, Huajian Liu, Martin Steinebach
- Published: 01 Jan 2022, Last Modified: 06 Nov 2023
- Media Watermarking, Security, and Forensics 2022
- Readers: Everyone
i3Deep: Efficient 3D interactive segmentation with the nnU-Net
Karol Gotkowski, Camila Gonzalez, Isabel Jasmin Kaltenborn, Ricarda Fischbach, Andreas Bucher, Anirban Mukhopadhyay
- Published: 28 Feb 2022, Last Modified: 16 May 2023
- MIDL 2022
- Readers: Everyone

View all 16 publications

Co-Authors

View all 79 co-authors