k-stacke / ssl-pathology
This is the official code for the paper Learning Represenations with Contrastive Self-Supervised Learning for Histopathology Applications
☆12Updated 2 years ago
Related projects: ⓘ
- ☆16Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆11Updated last year
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 8 months ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Updated last year
- ☆26Updated 2 months ago
- ☆15Updated 3 months ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆26Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆28Updated last year
- ☆19Updated last year
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆36Updated last week
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆17Updated 2 years ago
- ☆31Updated 2 years ago
- Code for the DRA-Net☆7Updated 3 years ago
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆12Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆28Updated 3 months ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆22Updated 2 years ago
- The ‘Cancer-Prognosis-Analysis’ aims to provide prognosis-related codes for further studies. ALL of them are used just for research, but …☆12Updated 2 months ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 3 years ago
- WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.☆20Updated 2 years ago
- ☆28Updated last year
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆13Updated 2 years ago
- ☆15Updated last year
- The code of Triple U-net: Hematoxylin-aware Nuclei Segmentation with Progressive Dense Feature Aggregation.☆18Updated 2 years ago
- Official code for "Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Patholog…☆16Updated 2 years ago
- ☆18Updated 2 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆56Updated 7 months ago
- ☆23Updated 2 years ago
- Implementation of the paper "A survey on attention mechanisms for medical applications: are we moving towards better algorithms?" by Tiag…☆13Updated last year
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆17Updated last year