HKU-MedAI / HIGT
[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
☆33Updated 7 months ago
Alternatives and similar repositories for HIGT:
Users that are interested in HIGT are comparing it to the libraries listed below
- ☆13Updated last year
- Iteratively Coupled Multiple Instance Learning☆20Updated 5 months ago
- SI-MIL☆26Updated 4 months ago
- ☆26Updated 2 years ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆25Updated 3 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆83Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆25Updated 3 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆52Updated 2 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆58Updated last month
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆68Updated 3 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆23Updated last year
- ☆50Updated 3 weeks ago
- Efficient Approach for Guided Local Examination in Digital Pathology☆19Updated this week
- [ICLR 2025] Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology☆36Updated 2 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆80Updated last month
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆20Updated this week
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆92Updated 2 months ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆39Updated 4 months ago
- [AAAI'23] MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Ima…☆9Updated last year
- [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images☆54Updated 9 months ago
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆21Updated 6 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆82Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- ☆29Updated last year
- ☆21Updated 9 months ago
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆63Updated 4 months ago
- ☆29Updated last year