Diagnostic Image Analysis Group
- 134 followers
- Radboud University Medical Center, Nijmegen, The Netherlands
- http://www.diagnijmegen.nl
Popular repositories Loading
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neural-odes-segmentation
neural-odes-segmentation PublicNeural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
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StreamingCNN
StreamingCNN PublicTo train deep convolutional neural networks, the input data and the activations need to be kept in memory. Given the limited memory available in current GPUs, this limits the maximum dimensions of …
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pathology-whole-slide-data
pathology-whole-slide-data PublicA package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
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pathology-streaming-pipeline
pathology-streaming-pipeline PublicUse streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.
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pathology-he-auto-augment
pathology-he-auto-augment PublicH&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
Repositories
- LEOPARD-challenge-baseline Public
DIAGNijmegen/LEOPARD-challenge-baseline’s past year of commit activity - nnUNet-for-pathology Public Forked from MIC-DKFZ/nnUNet
Adapted nnUNet framework with additional features to suit the requirements for pathology applications
DIAGNijmegen/nnUNet-for-pathology’s past year of commit activity - pathology-whole-slide-data Public
A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.
DIAGNijmegen/pathology-whole-slide-data’s past year of commit activity - cobra-streamingclam Public Forked from DIAGNijmegen/pathology-streamingclam
Lightstream implementation of the StreamingCLAM model
DIAGNijmegen/cobra-streamingclam’s past year of commit activity