HKU-MedAI / ConcepPathLinks
[npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
☆31Updated last year
Alternatives and similar repositories for ConcepPath
Users that are interested in ConcepPath are comparing it to the libraries listed below
Sorting:
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆63Updated 8 months ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆57Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆114Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆64Updated 10 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆82Updated last year
- SI-MIL☆34Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆41Updated 3 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆76Updated 7 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- Repository for Mixture of Multimodal Experts☆47Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Updated last week
- Iteratively Coupled Multiple Instance Learning☆24Updated last year
- Efficient Approach for Guided Local Examination in Digital Pathology☆32Updated 8 months ago
- ☆30Updated 2 years ago
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆84Updated last year
- ☆24Updated last year
- PrePATH: A parallel toolkit for Preprocessing WSI☆37Updated last month
- ☆32Updated 3 years ago
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆104Updated last month
- The official pytorch implementation for MSCPT (IEEE TMI 2025)☆36Updated last month
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆46Updated 3 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆33Updated 7 months ago
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆39Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 4 years ago
- Histopathology Feature Extractors (2024)☆12Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆62Updated last year
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆19Updated 3 weeks ago