BohriumKwong / Deep_learning_in_WSILinks
将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料
☆115Updated 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
Sorting:
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆85Updated 9 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆139Updated 4 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☆70Updated 3 years ago
- The solution to cameyon16 and camelyon17 challenge and also to your own WSI data project.☆317Updated 3 weeks ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆78Updated 5 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- ☆64Updated 3 years ago
- ☆163Updated last year
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆56Updated 6 months ago
- A graph-transformer for whole slide image classification☆168Updated last year
- WSI处理工具☆25Updated 4 years ago
- DeepLearning - Camelyon16 dataset☆126Updated 6 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆68Updated 2 years ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆164Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆39Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆133Updated 6 years ago
- PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499☆23Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆36Updated 4 years ago
- ☆324Updated 4 months ago
- ☆63Updated 11 months ago
- DeeperHistReg - Source Code☆69Updated last year
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆64Updated 2 years ago
- Some stain normalization code☆89Updated 2 years ago
- fightingkitty / Unpaired-Stain-Transfer-using-Pathology-Consistent-Constrained-Generative-Adversarial-Networks☆23Updated 3 years ago
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆26Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆104Updated 4 months ago