mahmoodlab / UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
☆386Updated 2 weeks ago
Alternatives and similar repositories for UNI:
Users that are interested in UNI are comparing it to the libraries listed below
- A vision-language foundation model for computational pathology - Nature Medicine☆305Updated 2 weeks ago
- ☆286Updated 9 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆108Updated last week
- Multimodal Whole Slide Foundation Model for Pathology☆149Updated last month
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆461Updated 4 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆90Updated 3 months ago
- Ressources of histopathology datasets☆319Updated 2 months ago
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆266Updated 3 weeks ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆124Updated 2 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆134Updated 8 months ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆388Updated 9 months ago
- Multimodal prototyping for cancer survival prediction - ICML 2024☆67Updated 4 months ago
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆193Updated last year
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆149Updated last year
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆245Updated last year
- ☆84Updated 8 months ago
- List of pathology feature extractors and foundation models☆88Updated this week
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆291Updated 2 years ago
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆379Updated 8 months ago
- ☆146Updated last year
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆295Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆180Updated 2 years ago
- Computational Pathology Toolbox developed by TIA Centre, University of Warwick.☆394Updated this week
- Tools to build deep learning pipelines.☆90Updated 2 months ago
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆66Updated 11 months ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆98Updated last year
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆94Updated this week
- Virtual Alignment of pathoLogy Image Series☆138Updated last month
- ☆21Updated last month
- A graph-transformer for whole slide image classification☆157Updated 7 months ago