simongraham

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

GrouPy

Group Equivariant Convolutional Neural Networks

tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

StainTools

Tools for tissue image stain normalisation and augmentation in Python 3

harmonicConvolutions

Deep Translation and Rotation Equivariance

PathomicFusion

Fusing Histology and Genomics via Deep Learning - IEEE TMI

pytorch-multi-class-focal-loss

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

SegNetCMR

A Tensorflow implementation of SegNet for cardiac MRI segmentation

keras_zoo

Keras implementation of Classification, Detection and Segmentation Networks

CGC-Net

cell graph convolutional network

CoNIC

CoNIC Challenge

Kalman-Normalization

Code of "Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches"

gnn-explainability

hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.