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 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for MulGT
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- ☆13Updated last year
- ☆24Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated 2 months ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆11Updated 9 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆20Updated last year
- SI-MIL☆21Updated 5 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- ☆28Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 2 years ago
- ☆19Updated 4 months ago
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆14Updated last year
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆31Updated last year
- ☆57Updated last year
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆15Updated 5 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆50Updated 7 months ago
- Iteratively Coupled Multiple Instance Learning☆16Updated 6 months ago
- ☆50Updated 2 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆17Updated 8 months ago
- ☆16Updated 2 years ago
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆13Updated last month
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆63Updated this week
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆33Updated last month
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆77Updated 7 months ago
- ☆26Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆27Updated 2 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆93Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 7 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆53Updated 5 months ago