HKU-MedAI / MulGT
[AAAI'23] MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis
☆9Updated 9 months ago
Alternatives and similar repositories for MulGT:
Users that are interested in MulGT are comparing it to the libraries listed below
- ☆26Updated 2 years ago
- ☆13Updated last year
- ☆28Updated last year
- SI-MIL☆24Updated 3 weeks ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆82Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆85Updated 4 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 4 months ago
- Iteratively Coupled Multiple Instance Learning☆18Updated 2 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆32Updated last year
- ☆9Updated 3 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 9 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆22Updated last year
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated 2 years ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆24Updated 3 years ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆18Updated 10 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- ☆58Updated last year
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆17Updated 3 months ago
- ☆58Updated last month
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆14Updated last year
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆12Updated last month
- ☆20Updated 6 months ago
- A Trained Network for Histopathology Image Representation☆16Updated 7 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆55Updated 9 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆44Updated 6 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆54Updated 2 months ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆60Updated 4 months ago
- ☆22Updated 3 weeks ago
- GraphLSurv: A Scalable Survival Prediction Network with Adaptive and Sparse Structure Learning for Histopathological Whole-Slide Images -…☆11Updated last year