Xiyue-Wang / RetCCL
☆96Updated last year
Related projects ⓘ
Alternatives and complementary repositories for RetCCL
- ☆268Updated 6 months ago
- List of pathology feature extractors and foundation models☆61Updated last week
- ☆49Updated 2 years ago
- ☆36Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆127Updated 6 months ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 3 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆95Updated 2 months ago
- ☆31Updated 2 years ago
- ☆34Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆63Updated 2 years ago
- DeeperHistReg - Source Code☆34Updated 6 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆65Updated 9 months ago
- Some stain normalization code☆85Updated 2 years ago
- Python library for processing whole slide images (WSIs) in sdpc format☆45Updated last month
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆75Updated 8 months ago
- CVPR 2023 Highlight☆76Updated 7 months ago
- ☆139Updated last year
- Histopathology Image Analysis☆91Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆47Updated last week
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆77Updated last year
- ☆53Updated 2 months ago
- Tools to build deep learning pipelines.☆88Updated last week
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆108Updated this week
- ☆12Updated 2 months ago
- Code for the paper Unsupervised Nuclei Segmentation using Spatial Organization Priors.☆12Updated last year
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆93Updated this week
- Histopathology Slides Preprocessing Pipeline☆32Updated 2 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆53Updated 5 months ago
- Solid Tumor Associative Modeling in Pathology☆47Updated 2 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆23Updated last year