Hanminghao / MSCPTLinks
The official pytorch implementation for MSCPT (IEEE TMI 2025)
☆36Updated last month
Alternatives and similar repositories for MSCPT
Users that are interested in MSCPT are comparing it to the libraries listed below
Sorting:
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆78Updated last year
- ☆56Updated 2 years ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆57Updated last year
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆82Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆84Updated last year
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆31Updated last year
- Repository for Hierarchical Attention-Guided Multiple Instance Learning☆25Updated 2 years ago
- Repository for Mixture of Multimodal Experts☆47Updated last year
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆61Updated last year
- [CVPR 2025] Official Repo of Paper "FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification"☆33Updated 7 months ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆90Updated 2 weeks ago
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆63Updated 8 months ago
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆13Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆93Updated 2 years ago
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆39Updated last year
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆84Updated 11 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 9 months ago
- SI-MIL☆34Updated last year
- [NeurIPS 2023] The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image…☆39Updated last year
- [ECCV 2024 Oral] Knowledge-enhanced pretraining for computational pathology☆46Updated 3 months ago
- Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer☆20Updated last year
- Pytorch implementation for H2GT (ICME 2024)☆17Updated last year
- Iteratively Coupled Multiple Instance Learning☆23Updated last year
- [ICCV'23] ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image A…☆15Updated 2 years ago
- ☆29Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆25Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆37Updated 3 months ago
- ☆13Updated 2 years ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- Unofficial implementation of CVPR2022 paper DTFD-MIL. Use the official CAMELYON16 dataset instead of the .pickle file used in the officia…☆27Updated 2 years ago