mahmoodlab / SurvPathLinks
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024
☆154Updated 11 months ago
Alternatives and similar repositories for SurvPath
Users that are interested in SurvPath are comparing it to the libraries listed below
Sorting:
- Multimodal prototyping for cancer survival prediction - ICML 2024☆101Updated 8 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆143Updated 8 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆223Updated 3 years ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆109Updated last year
- [ICCV 2023] The official implementation of "Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency…☆79Updated 10 months ago
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆99Updated 8 months ago
- Standardized benchmark for computational pathology foundation models.☆111Updated last week
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆81Updated 7 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆110Updated 2 years ago
- Feather - Lightweight supervised slide foundation models (ICML 2025)☆106Updated 3 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆63Updated 8 months ago
- Official Inplementation of 《WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole Slide Images》(MICCAI 2024 O…☆74Updated 5 months ago
- ☆57Updated 2 years ago
- ☆27Updated 9 months ago
- AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images (Medical Image Analysis 2024)☆39Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 11 months ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- ☆54Updated 7 months ago
- [MICCAI 2024] Official Repo of "HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Inter…☆76Updated 10 months ago
- ☆165Updated 2 years ago
- SI-MIL☆31Updated 10 months ago
- CVPR 2023 Highlight☆92Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- ☆26Updated last year
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆88Updated last month
- [CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning☆93Updated 2 years ago
- The official implementation of GPFM☆100Updated last month
- Multimodal Whole Slide Foundation Model for Pathology☆269Updated this week
- Python library for processing whole slide images (WSIs) in sdpc format☆61Updated 9 months ago