mahmoodlab / UNI
Towards a general-purpose foundation model for computational pathology - Nature Medicine
☆345Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for UNI
- A vision-language foundation model for computational pathology - Nature Medicine☆278Updated 3 months ago
- Prov-GigaPath: A whole-slide foundation model for digital pathology from real-world data☆421Updated last month
- Ressources of histopathology datasets☆277Updated this week
- ☆266Updated 6 months ago
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology - CVPR 2024☆93Updated 2 months ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆143Updated 9 months ago
- Transcriptomics-guided Slide Representation Learning in Computational Pathology - CVPR 2024☆83Updated last month
- Pan-Cancer Integrative Histology-Genomic Analysis via Multimodal Deep Learning - Cancer Cell☆186Updated last year
- CellViT: Vision Transformers for Precise Cell Segmentation and Classification☆235Updated last month
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆107Updated 7 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆126Updated 6 months ago
- ☆75Updated 6 months ago
- Pathology Language and Image Pre-Training (PLIP) is the first vision and language foundation model for Pathology AI (Nature Medicine). PL…☆276Updated last year
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆167Updated 2 years ago
- List of pathology feature extractors and foundation models☆58Updated last week
- Computational Pathology Toolbox developed by TIA Centre, University of Warwick.☆385Updated this week
- Weakly-supervised learning pipeline for histopathology images. Publications: Biomarker prediction in colorectal cancer (CRC)☆64Updated 9 months ago
- A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in comput…☆241Updated 10 months ago
- Tools to build deep learning pipelines.☆85Updated last week
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆138Updated 2 years ago
- DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image☆374Updated 6 months ago
- ☆138Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆93Updated last year
- Fusing Histology and Genomics via Deep Learning - IEEE TMI☆277Updated 2 years ago
- Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, …☆173Updated 3 weeks ago
- HEST: Bringing Spatial Transcriptomics and Histopathology together - NeurIPS 2024☆162Updated this week
- TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification☆361Updated 6 months ago
- A graph-transformer for whole slide image classification☆151Updated 5 months ago
- Analysis of 3D pathology samples using weakly supervised AI - Cell☆92Updated 2 months ago
- AI-based pathology predicts origins for cancers of unknown primary - Nature☆170Updated 3 years ago