HKU-MedAI / WSI-HGNNLinks
[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
☆93Updated 2 years ago
Alternatives and similar repositories for WSI-HGNN
Users that are interested in WSI-HGNN are comparing it to the libraries listed below
Sorting:
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆104Updated last month
- ☆56Updated 2 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆157Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆84Updated 11 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- ☆71Updated 4 years ago
- ☆56Updated 9 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Updated last week
- ☆24Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆84Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- ☆29Updated 2 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆114Updated 2 years ago
- SI-MIL☆34Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆41Updated 3 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- ☆29Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆64Updated last year
- CVPR 2023 Highlight☆97Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- ☆31Updated 11 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆233Updated 3 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆97Updated 11 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆82Updated last year