jpjuvo / camelyon17-multilevel
Multilevel cnn notebooks for Camelyon17
☆19Updated 5 years ago
Alternatives and similar repositories for camelyon17-multilevel:
Users that are interested in camelyon17-multilevel are comparing it to the libraries listed below
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆129Updated 3 years ago
- ☆57Updated 4 months ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆29Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆66Updated 2 years ago
- ☆52Updated 3 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- ☆36Updated 2 years ago
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆23Updated last year
- Re-stained whole slide image alignment☆32Updated last year
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆80Updated 3 months ago
- GPU-accelerated stain normalization command line tool☆19Updated last year
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆67Updated last month
- Whole Slide Images Segmentation using Patch UNet☆15Updated 4 years ago
- ☆36Updated 3 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆75Updated 4 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆75Updated 4 years ago
- Histopathology Image Analysis☆93Updated last year
- DeeperHistReg - Source Code☆46Updated 9 months ago
- Some stain normalization code☆86Updated 2 years ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆51Updated 2 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
- Pathology image classifier architecture☆12Updated 5 years ago
- base on MIL method☆14Updated 6 months ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆35Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆138Updated 9 months ago