Pinned Repositories
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
AiPy
Python机器学习、深度学习算法开发等学习资源分享
AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
deep-histopath
A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
DeepPathology-CRC
Detection of pathological colorectal cancer based on deep learning
dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
GeneMutationFromHE
Gene mutation and pathway activity prediction from H&E slides
Image-Feature-Extraction-Transfer-Learning
CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet
wangyh97's Repositories
wangyh97/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
wangyh97/AiPy
Python机器学习、深度学习算法开发等学习资源分享
wangyh97/AttentionDeepMIL
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
wangyh97/awesome-imbalanced-learning
Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库
wangyh97/CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
wangyh97/deep-histopath
A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
wangyh97/DeepPathology-CRC
Detection of pathological colorectal cancer based on deep learning
wangyh97/dsmil-wsi
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
wangyh97/GeneMutationFromHE
Gene mutation and pathway activity prediction from H&E slides
wangyh97/Image-Feature-Extraction-Transfer-Learning
CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet
wangyh97/imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
wangyh97/imgaug
Image augmentation for machine learning experiments.
wangyh97/model-soups
wangyh97/nhanes_tools
wangyh97/nhanesR
wangyh97/opencv-doc-zh
:book: [译] OpenCV 中文文档
wangyh97/patho_AI
wangyh97/Practicum
wangyh97/python-wsi-preprocessing
Python Whole Slide Image Preprocessing
wangyh97/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
wangyh97/ReMix
[MICCAI2022] This repository holds the Pytorch implementation for the ReMix augmentation described in the paper "ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification"
wangyh97/SISH
Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering
wangyh97/smooth-topk
Smooth Loss Functions for Deep Top-k Classification
wangyh97/stain-normalizer
A color normalization method for whole slide image(WSI) tiles, coded with cupy and tifffile, accerated by GPU, inspired by torchstain.
wangyh97/test-repo
test
wangyh97/tifffile
Read and write TIFF files. Forked from https://pypi.org/project/tifffile
wangyh97/tmi2022
A graph-transformer for whole slide image classification
wangyh97/torchstain
Stain normalization tools for histological analysis and computational pathology
wangyh97/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
wangyh97/xtile