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
☆68Updated 3 years ago
Alternatives and similar repositories for clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images:
Users that are interested in clinical-grade-computational-pathology-using-weakly-supervised-deep-learning-on-whole-slide-images are comparing it to the libraries listed below
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆81Updated 4 months ago
- 将深度学习用于病理图像分析以及Openslide和OpenCV使用入門資料☆113Updated 2 years ago
- base on MIL method☆14Updated 8 months ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Updated 5 years ago
- This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their mo…☆64Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆66Updated 2 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆36Updated 4 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆52Updated last year
- Re-stained whole slide image alignment☆32Updated last year
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆76Updated 4 years ago
- WSI处理工具☆22Updated 3 years ago
- PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499☆23Updated 4 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)☆69Updated 9 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆143Updated 10 months ago
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated last month
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆70Updated 2 months ago
- Some stain normalization code☆87Updated 2 years ago
- Self-supervised nuclei segmentation (MICCAI 2020)☆42Updated 4 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 3 years ago
- DeeperHistReg - Source Code☆51Updated 11 months ago