Diagnostic Image Analysis Group
- 110 followers
- Radboud University Medical Center, Nijmegen, The Netherlands
- http://www.diagnijmegen.nl
Popular repositories
-
neural-odes-segmentation
neural-odes-segmentation PublicNeural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands
-
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 …
-
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.
-
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%.
-
pathology-he-auto-augment
pathology-he-auto-augment PublicH&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.
-
Repositories
-
-
- pathology-tissue-background-segmentation-processor Public
Tissue-Background segmentation in histopathological whole-slide images (inference code only)
-
-
-
-
- picai_unet_gc_algorithm Public
U-Net model for 3D csPCa detection/diagnosis in bpMRI, deployable on grand-challenge.org
- picai_unet_semi_supervised_gc_algorithm Public
Semi-supervised UNet model for 3D csPCa detection/diagnosis in bpMRI, deployable on grand-challenge.org
-