4m4n5 / saasn-stain-normalization
Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).
☆14Updated 2 years ago
Alternatives and similar repositories for saasn-stain-normalization
Users that are interested in saasn-stain-normalization are comparing it to the libraries listed below
Sorting:
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- Some stain normalization code☆88Updated 2 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
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ☆38Updated 3 years ago
- ☆35Updated 2 years ago
- ☆59Updated 7 months ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- ☆70Updated 3 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- GPU-accelerated stain normalization command line tool☆20Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆88Updated 5 months ago
- Region-guided CycleGANs for stain transfer☆19Updated 2 years ago
- ☆55Updated 3 years ago
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- CoNIC Challenge☆63Updated last year
- Histopathology Image Analysis☆92Updated last year
- ☆30Updated 5 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆136Updated 3 years ago
- This repository contains the implementation of TILAb-score as described in the original paper.☆18Updated 5 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆53Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated last year
- Evaluation code for the PanNuke dataset☆28Updated 4 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆86Updated last year
- CVPR 2023 Highlight☆87Updated last year