AmayaGS / MUSTANG
Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023
☆12Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for MUSTANG
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆30Updated 2 months ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 3 years ago
- Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis☆12Updated last year
- Improving Representation Learning for Histopathologic Images with Cluster Constraints☆16Updated 10 months ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆52Updated 6 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆31Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆74Updated last year
- ☆28Updated last year
- ☆24Updated 2 years ago
- SI-MIL☆21Updated 5 months ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆17Updated 3 months ago
- Iteratively Coupled Multiple Instance Learning☆16Updated 6 months ago
- Inference code for HoVer-NeXt☆22Updated 2 months ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 3 years ago
- This is the pytorch\DGL implementation of the AMIGO paper.☆11Updated 9 months ago
- ☆13Updated last year
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated 2 years ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆77Updated last month
- ☆70Updated 3 years ago
- ☆19Updated 2 years ago
- Graph attention-based fusion of pathology images and gene expression for prediction of cancer survival☆10Updated 7 months ago
- Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image-MICCAI 2021☆17Updated 10 months ago
- HVTSurv: Hierarchical Vision Transformer for Patient-level Survival Prediction from Whole Slide Image-AAAI 2023☆26Updated last year
- PyTorch implementation of GCMAE☆34Updated 4 months ago
- Self-Supervised Vision Mamba for Histopathology Images [CVPR2024]☆42Updated 3 months ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆14Updated 11 months ago
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆50Updated 2 years ago
- ☆19Updated 2 years ago
- ☆31Updated last month