BohriumKwong / Deep_learning_in_WSI
将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料
☆110Updated 2 years ago
Alternatives and similar repositories for Deep_learning_in_WSI:
Users that are interested in Deep_learning_in_WSI are comparing it to the libraries listed below
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆80Updated 3 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆129Updated 3 years ago
- TankZhouFirst / clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images首个临床级别的 AI 系统可用源码☆66Updated 3 years ago
- WSI处理工具☆22Updated 3 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆136Updated 9 months ago
- ☆60Updated 2 years ago
- ☆146Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆49Updated 2 weeks ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆312Updated 3 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆129Updated 5 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆66Updated 2 years ago
- DeepLearning - Camelyon16 dataset☆119Updated 6 years ago
- Some stain normalization code☆86Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆52Updated last year
- ☆21Updated 2 months ago
- ☆289Updated 9 months ago
- ☆96Updated last year
- StainNet: a fast and robust stain normalization network☆47Updated 3 years ago
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499☆22Updated 4 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆35Updated 3 years ago
- A graph-transformer for whole slide image classification☆158Updated 7 months ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 4 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Histopathology Image Analysis☆93Updated last year