| GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows S Pati, SP Thakur, İE Hamamcı, U Baid, B Baheti, M Bhalerao, O Güley, ... Communications Engineering 2 (1), 23, 2023 | 41 | 2023 |
| Detecting when pre-trained nnu-net models fail silently for covid-19 lung lesion segmentation C Gonzalez, K Gotkowski, A Bucher, R Fischbach, I Kaltenborn, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 32 | 2021 |
| Fake news detection by image montage recognition M Steinebach, K Gotkowski, H Liu Proceedings of the 14th international conference on availability …, 2019 | 24 | 2019 |
| M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning K Gotkowski, C Gonzalez, A Bucher, A Mukhopadhyay arXiv preprint arXiv:2007.00453, 2020 | 20 | 2020 |
| Distance-based detection of out-of-distribution silent failures for covid-19 lung lesion segmentation C González, K Gotkowski, M Fuchs, A Bucher, A Dadras, R Fischbach, ... Medical image analysis 82, 102596, 2022 | 19 | 2022 |
| M3d-CAM: A PyTorch library to generate 3D attention maps for medical deep learning K Gotkowski, C Gonzalez, A Bucher, A Mukhopadhyay Bildverarbeitung für die Medizin 2021: Proceedings, German Workshop on …, 2021 | 14 | 2021 |
| i3Deep: Efficient 3D interactive segmentation with the nnU-Net K Gotkowski, C Gonzalez, I Kaltenborn, R Fischbach, A Bucher, ... International Conference on Medical Imaging with Deep Learning, 441-456, 2022 | 3 | 2022 |
| [Work in progress] Scalable, out-of-the box segmentation of individual particles from mineral samples acquired with micro CT. K Gotkowski, S Gupta, JRA Godinho, CGS Tochtrop, KH Maier-Hein, ... CoRR, 2023 | 1 | 2023 |
| Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation K Gotkowski, C Lüth, PF Jäger, S Ziegler, L Krämer, S Denner, S Xiao, ... arXiv preprint arXiv:2403.12834, 2024 | | 2024 |
| ParticleSeg3D: A scalable out-of-the-box deep learning segmentation solution for individual particle characterization from micro CT images in mineral processing and recycling K Gotkowski, S Gupta, JRA Godinho, CGS Tochtrop, KH Maier-Hein, ... Powder Technology 434, 119286, 2024 | | 2024 |
| Standardized and semiautomated workflow for 3D characterization of liberated particles S Gupta, JR da Assuncao Godinho, K Gotkowski, F Isensee Powder Technology 433, 119159, 2024 | | 2024 |
| NoiseSeg: An image splicing localization fusion CNN with noise extraction and error level analysis branches K Gotkowski, H Liu, M Steinebach Electronic Imaging 34, 1-7, 2022 | | 2022 |
| Detecting when pre-trained nnU-Net models fail silently for Covid-19 C Gonzalez, K Gotkowski, A Bucher, R Fischbach, I Kaltenborn, ... | | 2021 |
| 3 Approach M Steinebach, K Gotkowski, H Liu | | |
| Detecting when pre-trained nnU-Net models fail silently for Covid-19 (preprint) C Gonzalez, K Gotkowski, A Bucher, R Fischbach, I Kaltenborn, ... | | |
