wwu98934 / MuRCLLinks
MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification
☆26Updated 3 years ago
Alternatives and similar repositories for MuRCL
Users that are interested in MuRCL are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆35Updated last year
- SI-MIL☆31Updated 9 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆87Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆91Updated 2 years ago
- ☆29Updated 2 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆38Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆78Updated 7 months ago
- ☆24Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆87Updated 2 weeks ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 11 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆80Updated 8 months ago
- CVPR 2023 Highlight☆90Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆62Updated 8 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆66Updated 7 months ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆79Updated 10 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 7 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆75Updated 10 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆33Updated 3 weeks ago
- ☆54Updated 6 months ago
- ☆37Updated 4 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- Python library for processing whole slide images (WSIs) in sdpc format☆59Updated 8 months ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆152Updated 11 months ago
- The official implementation of GPFM☆97Updated last month
- ☆27Updated 9 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆93Updated 8 months ago