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☆75Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated last month
- ☆14Updated last year
- ☆23Updated 2 years ago
- ☆19Updated 3 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆76Updated last month
- ☆27Updated last year
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆14Updated last year
- SI-MIL☆21Updated 4 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆18Updated last year
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆15Updated 4 months ago
- Code and data for MICCAI 2022 accepted paper: Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomics, and Dem…☆17Updated 7 months ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆11Updated 9 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆29Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆24Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning"☆26Updated 2 years ago
- ☆9Updated 3 years ago
- Iteratively Coupled Multiple Instance Learning☆16Updated 5 months ago
- ☆45Updated last month
- ☆45Updated last year
- ☆26Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆52Updated last year
- ☆57Updated last year
- The code for Kernel attention transformer (KAT)☆30Updated 4 months ago
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆49Updated 6 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆37Updated 4 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 6 months ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆26Updated 2 years ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆46Updated 4 months ago