camelyon17

There are 1 repository under camelyon17 topic.

CLAM
mahmoodlab / CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
histopathology pathology weakly-supervised-learning whole-slide-imaging data-efficient computational-pathology mahmoodlab bioimage-informatics deep-learning tcga-data camelyon16 camelyon17 clam digital-pathology quantitative-pathology
Language:Python 924
koriavinash1 / DigitalHistoPath
histopathology digital-pathology whole-slide-imaging deep-learning uncertainty-quantification digestpath paip camelyon16 camelyon camelyon17 segmentation-models
Language:Jupyter Notebook 23
Jonas1312 / PFA-ScanNet
PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Implementation).
pfa-scannet pfa scannet wsi breast cancer camelyon17 camelyon16 camelyon
Language:Python 22
NMPoole / CS5199-Dissertation
Dissertation completed for the award of MSci in Computer Science. This dissertation is about automated breast cancer detection in low-resolution whole-slide pathology images using a deep convolutional neural network pipeline.
breast-cancer-detection camelyon camelyon16 camelyon17 convolutional-neural-networks deep-learning low-resolution machine-learning medical-image-analysis pytorch tensorboard-pytorch tumour-classification whole-slide-image dissertation dissertation-project python cnn-pytorch image-processing docker dockerfile
Language:Python 1