Xiyue-Wang / RetCCL
☆93Updated 10 months ago
Related projects: ⓘ
- ☆248Updated 4 months ago
- ☆33Updated last year
- ☆30Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆48Updated 11 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆116Updated 4 months ago
- Tools for whole slide image (WSI) processing. Especially for (pairwise) patch extraction, annotation parsing and data preparation for dee…☆36Updated 4 months ago
- Contains codes of DeepAttnMISL in MEDIA'20☆55Updated 3 years ago
- Clinical Histopathology Imaging Evaluation Foundation Model☆80Updated this week
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆91Updated 5 months ago
- ☆49Updated 2 years ago
- Code for the paper Unsupervised Nuclei Segmentation using Spatial Organization Priors.☆10Updated last year
- ☆51Updated 5 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆68Updated 6 months ago
- ☆35Updated last year
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆64Updated 7 months ago
- Histopathology Image Analysis☆89Updated last year
- List of pathology feature extractors☆32Updated this week
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆63Updated last year
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆121Updated 3 years ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆91Updated last week
- CVPR 2023 Highlight☆71Updated 5 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆50Updated last month
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆36Updated 3 years ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆66Updated this week
- Histopathology Slides Preprocessing Pipeline☆30Updated 2 weeks ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- ☆128Updated 10 months ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆17Updated 6 months ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year