3dimaging / DeepLearningCamelyon
DeepLearning - Camelyon16 dataset
☆119Updated 6 years ago
Alternatives and similar repositories for DeepLearningCamelyon:
Users that are interested in DeepLearningCamelyon are comparing it to the libraries listed below
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆131Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- This is the MATLAB code for stain separation and color normalization in computational pathology (histopathological images)☆69Updated 9 years ago
- Some stain normalization code☆87Updated 2 years ago
- Python Whole Slide Image Preprocessing☆283Updated 2 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆66Updated 2 years ago
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆82Updated 7 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
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆81Updated 4 months ago
- Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization in Histopathological H&E Images☆79Updated 3 years ago
- Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch samplin…☆161Updated 8 months 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
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆52Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆143Updated 10 months ago
- H&E histopathological staining normalization☆107Updated 5 years ago
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- ☆65Updated 4 years ago
- Pretrained model for self supervised histopathology☆111Updated 2 years ago
- adaptive color deconvolution for paper "Zheng et al., CMPB, 2019"☆31Updated 4 years ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆151Updated 2 years ago
- HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)☆87Updated 5 years ago
- Histopathology Image Analysis☆93Updated last year
- PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499☆23Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- ☆57Updated 6 months ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆172Updated 3 years ago