Xiyue-Wang / RetCCL
☆102Updated last year
Alternatives and similar repositories for RetCCL:
Users that are interested in RetCCL are comparing it to the libraries listed below
- ☆310Updated last month
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated 11 months ago
- Histopathology Image Analysis☆92Updated last year
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆68Updated last year
- ☆35Updated last year
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆125Updated 2 months ago
- CVPR 2023 Highlight☆87Updated last year
- ☆25Updated 3 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆90Updated last week
- ☆35Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆52Updated last year
- Tools to build deep learning pipelines.☆100Updated 5 months ago
- ☆15Updated 5 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆25Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆100Updated 5 months ago
- ☆156Updated last year
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆135Updated 5 months 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
- ☆31Updated 3 years ago
- Standardized benchmark for computational pathology foundation models.☆67Updated last week
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆67Updated last month
- ☆59Updated 7 months ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆51Updated 3 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆135Updated 3 years ago
- Histopathology Slides Preprocessing Pipeline☆38Updated last month
- Toolkit for large-scale whole-slide image processing.☆208Updated this week
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆54Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago