zero19970 Goto Github PK

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

animegan2-pytorch

PyTorch implementation of AnimeGANv2

awesome-nas-papers

Awesome Neural Architecture Search Papers

cnn_transformer_skt

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

deepattnmisl

Contains codes of DeepAttnMISL in MEDIA'20

deepcc

a deep learning-based framework for cancer classification

deepcc-case-study

Show how to use DeepCC, and provide a data set for case study

deepcc_model

Provide some deepcc model train with TCGA data

deepcc_optimizer

This repository is used to develop DeepCC

gaofenglib

Useful R functions

gf_lab

gfplot

hcc_prognostic

Exploring prognostic indicators in pathological images of hepatocellular carcinoma based on deep learning

he2rna_code

Train a model to predict gene expression from histology slides.

henorm_python

H&E histopathological staining normalization

histolab

Library for Digital Pathology Image Processing

htsanalyzer2

HTSanalyzeR2: A R package for gene set enrichment and network analysis of various high-throughput data

hugo_site

This is an example hugo site

leech97.github.io

openslide-python

Python bindings to OpenSlide

pycox

Survival analysis with PyTorch

python-wsi-preprocessing

Python Whole Slide Image Preprocessing

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sdpc2svs_repo

stain_normalization

Some stain normalization code

starter-academic

torchstain

Pytorch stain normalization tools for histological analysis and computational pathology

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

wsi-gtfe

Topological Feature Extraction on Whole Slide Images using Graph Neural Networks.