Παρακολούθηση
Karol Gotkowski
Karol Gotkowski
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα dkfz-heidelberg.de
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
612023
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
552021
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
422022
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, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
352021
Fake news detection by image montage recognition
M Steinebach, K Gotkowski, H Liu
Proceedings of the 14th international conference on availability …, 2019
302019
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
52022
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
42024
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
4*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
32024
Explainable AI-based analysis of human pancreas sections identifies traits of type 2 diabetes
L Klein, S Ziegler, F Gerst, Y Morgenroth, K Gotkowski, E Schoeniger, ...
medRxiv, 2024.10. 23.24315937, 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
Explainable AI-based analysis of human pancreas sections detects traits of type 2 diabetes
L Klein, S Ziegler, F Gerst, Y Morgenroth, K Gotkowski, E Schöniger, ...
Interpretable AI: Past, Present and Future, 0
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