4m4n5 / saasn-stain-normalization
Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).
☆13Updated last year
Related projects: ⓘ
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆32Updated 4 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆36Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆68Updated 6 months ago
- ☆35Updated last year
- ☆31Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆121Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 2 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆116Updated 4 months ago
- ☆49Updated 2 years ago
- Some stain normalization code☆84Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated last year
- Evaluation code for the PanNuke dataset☆24Updated 3 years ago
- ☆51Updated 5 months ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆63Updated last year
- CoNIC Challenge☆58Updated 7 months ago
- Histopathology Image Analysis☆89Updated last year
- This repository contains the implementation of TILAb-score as described in the original paper.☆17Updated 4 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆75Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 8 months ago
- ☆30Updated 4 years ago
- Interactive Segmentation of Nucleus☆60Updated last year
- Toolbox for measuring adversarial robustness to many transforms☆19Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆33Updated 2 weeks ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆48Updated 11 months ago
- ☆71Updated 3 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆55Updated 3 years ago