pathology topic
tiatoolbox
Computational Pathology Toolbox developed by TIA Centre, University of Warwick.
pcam
The PatchCamelyon (PCam) deep learning classification benchmark.
histocartography
A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.
tcga_segmentation
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
DeepLIIF
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
slideflow
Deep learning library for digital pathology, with both Tensorflow and PyTorch support.
Patch-GCN
Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021
raccoon
Raccoon is a NoSQL-based medical image archive for managing the DICOM images.
mCTSegmentation
Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography
plaquebox-paper
Repo for Tang et al, bioRxiv 454793 (2018)