mahmoodlab / MCATLinks
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021
☆211Updated 3 years ago
Alternatives and similar repositories for MCAT
Users that are interested in MCAT are comparing it to the libraries listed below
Sorting:
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆147Updated 9 months ago
- ☆163Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆97Updated 6 months ago
- ☆78Updated 8 months ago
- ☆326Updated 5 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆155Updated last year
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆71Updated 3 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆105Updated 2 years ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆92Updated 6 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆139Updated 6 months ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆86Updated last year
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆88Updated 2 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆58Updated 4 years ago
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆89Updated 7 months ago
- CVPR 2023 Highlight☆89Updated last year
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆75Updated 5 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆73Updated 8 months ago
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆21Updated 7 months ago
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆123Updated 3 months ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆109Updated 4 months ago
- ☆23Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆61Updated 9 months ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆82Updated last month