k-stacke / ssl-pathologyLinks
This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications
☆13Updated 3 years ago
Alternatives and similar repositories for ssl-pathology
Users that are interested in ssl-pathology are comparing it to the libraries listed below
Sorting:
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 3 years ago
- ☆16Updated 2 years ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated last year
- ☆35Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- ☆16Updated last year
- ☆17Updated 2 years ago
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆20Updated 3 years ago
- Toolbox for measuring adversarial robustness to many transforms☆19Updated 4 months ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Updated last year
- ☆20Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification — IEEE TMI 2024☆63Updated 5 months ago
- ☆37Updated 3 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆24Updated last year
- Self-Supervised Representation Learning (CDpath ICCV 2021)☆13Updated 2 years ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆20Updated 3 years ago
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆12Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 3 years ago
- This repository includes the codes and descriptions to create a fully annotated dataset of nuclei from cryosectioned histological samples…☆40Updated 2 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- Implementation of the paper "A survey on attention mechanisms for medical applications: are we moving towards better algorithms?" by Tiag…☆13Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34Updated 2 years ago
- ☆30Updated 2 years ago
- ☆13Updated 2 years ago
- CoNIC Challenge☆66Updated last year
- ☆70Updated 4 years ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Updated 2 years ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 4 years ago