Innse / mSTARLinks
The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"
☆42Updated 4 months ago
Alternatives and similar repositories for mSTAR
Users that are interested in mSTAR are comparing it to the libraries listed below
Sorting:
- The official implementation of GPFM☆114Updated last month
- Here is the official implementation of the paper "Cross-Modal Translation and Alignment for Survival Analysis"☆63Updated 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 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Updated last month
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆85Updated last year
- (CVPR2024) Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction☆41Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆109Updated 9 months ago
- PrePATH: A parallel toolkit for Preprocessing WSI☆39Updated this week
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆90Updated last year
- SI-MIL☆35Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆133Updated 4 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆33Updated last year
- ☆29Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆108Updated last month
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆65Updated 9 months ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆98Updated 11 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆78Updated 8 months ago
- ☆24Updated last year
- Whole Slide Images papers in CVPR-2025☆49Updated 10 months ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆59Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆66Updated 11 months ago
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆95Updated 2 years ago
- [CVPR 2024] Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis☆85Updated 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
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Updated 4 years ago
- ☆11Updated last year
- LongMIL for WSI analysis with extrapolation positional embedding☆14Updated last year