mahmoodlab / TANGLE
Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024
☆65Updated 3 months ago
Related projects: ⓘ
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆66Updated this week
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆91Updated 5 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆87Updated last year
- Clinical Histopathology Imaging Evaluation Foundation Model☆80Updated this week
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆21Updated last month
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆116Updated 4 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆64Updated 7 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆44Updated this week
- ☆42Updated last year
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆89Updated this week
- ☆25Updated last year
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆69Updated 7 months ago
- Histopathology Image Analysis☆89Updated last year
- First commit☆56Updated 2 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆60Updated last year
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆38Updated 2 months ago
- CVPR 2023 Highlight☆71Updated 5 months ago
- ☆35Updated last year
- HEST: Bringing Spatial Transcriptomics and Histopathology together☆123Updated last week
- Solid Tumor Associative Modeling in Pathology☆29Updated last month
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆26Updated 3 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream multiple instance learning.☆38Updated 3 months ago
- List of pathology feature extractors☆32Updated this week
- Histopathology Slides Preprocessing Pipeline☆30Updated 2 weeks ago
- A vision-language foundation model for computational pathology - Nature Medicine☆222Updated last month
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆23Updated last year
- Deep learning enabled assessment of cardiac allograft rejection from endomyocardial biopsies- Nature Medicine☆28Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆151Updated 2 years ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆140Updated 7 months ago
- Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Qu…☆37Updated 2 months ago