HKU-MedAI / HIGTLinks
[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
☆31Updated last year
Alternatives and similar repositories for HIGT
Users that are interested in HIGT are comparing it to the libraries listed below
Sorting:
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆62Updated 8 months ago
- Iteratively Coupled Multiple Instance Learning☆22Updated 11 months ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆57Updated 5 months ago
- ☆13Updated 2 years ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆91Updated 2 years ago
- SI-MIL☆31Updated 9 months ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆64Updated 7 months ago
- Efficient Approach for Guided Local Examination in Digital Pathology☆27Updated 5 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆30Updated 9 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆26Updated 3 years ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆38Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆87Updated 2 weeks ago
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆33Updated 3 weeks ago
- ☆23Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 10 months ago
- The official implementation of GPFM☆97Updated last month
- ☆54Updated 6 months ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆54Updated 10 months ago
- ☆24Updated 3 years ago
- ☆27Updated last year
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆15Updated 2 years ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆18Updated 6 months ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆80Updated 8 months ago
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆24Updated last year
- ☆27Updated 8 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 7 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆78Updated 7 months ago