Camila González

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

Lifelong nnU-Net: a framework for standardized medical continual learning

Camila González, Amin Ranem, Daniel Pinto dos Santos et al. · Scientific Reports · 2023 · 38 citations · Full text

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

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

Continual Hippocampus Segmentation with Transformers

Amin Ranem, Camila González, Anirban Mukhopadhyay · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 19 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +22