Karol Gotkowski

Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation

Camila González, Karol Gotkowski, Moritz Fuchs et al. · Medical Image Analysis · 2022 · 42 citations · Full text

Image Analysis, Radiology, Medical Imaging +12

GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows

Sarthak Pati, Siddhesh Thakur, İbrahim Ethem Hamamcı et al. · Communications Engineering · 2023 · 32 citations · Full text

Fake News Detection by Image Montage Recognition

Martin Steinebach, Karol Gotkowski, Hujian Liu · 2019 · 21 citations

Fake News, Engineering, Machine Learning +21

M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning

Karol Gotkowski, Camila González, Andreas Bucher et al. · arXiv (Cornell University) · 2020 · 20 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +25

ParticleSeg3D: A scalable out-of-the-box deep learning segmentation solution for individual particle characterization from micro CT images in mineral processing and recycling

Karol Gotkowski, Shuvam Gupta, Jose R. A. Godinho et al. · Powder Technology · 2023 · 11 citations