gatsby2016 / Fast-WSI-Prediction
Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.
☆22Updated last year
Alternatives and similar repositories for Fast-WSI-Prediction:
Users that are interested in Fast-WSI-Prediction are comparing it to the libraries listed below
- This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in H…☆53Updated 5 years ago
- Whole Slide Digital Pathology Image Tissue Localization☆44Updated last year
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- ☆30Updated 5 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 3 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆30Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)☆69Updated 9 years ago
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆25Updated 5 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
- WSICS☆30Updated 5 years ago
- PAIP2019: Liver Cancer Segmentation☆33Updated last year
- Large-Scale Canine Cutaneous Mast Cell Tumor Dataset for Mitotic Figure Assessment on Whole Slide Images☆29Updated 11 months ago
- Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors☆15Updated last year
- CNN based segmentation codes☆47Updated 2 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆89Updated 5 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆132Updated 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
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28Updated 5 years ago
- Re-stained whole slide image alignment☆33Updated last year
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆19Updated 2 years ago
- Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation☆19Updated 3 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- ☆16Updated 2 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆82Updated 7 years ago