PLUTO (PathAI)
PathAI's compact pathology foundation model designed to run across many tasks and resolutions.
PLUTO (2024) is a lightweight multi-scale model trained on 195M tiles from 158k slides across 50+ sites, powering PathAI's AISight and biomarker quantification.
Generic schematic · not to scale · placeholder for the ai computation front
Flagged finding · Neural network
How it works
PLUTO is a ViT pretrained at multiple resolutions with DINOv2 plus masked autoencoding.
Strengths
- Efficient
- Deployed in PathAI products
Limitations
- Proprietary
Since
2024
Latest papers
topLatest papers · live from Europe PMC
Query for this technology: (TITLE:"PLUTO" OR ABSTRACT:"PLUTO" OR TITLE:"PathAI" OR ABSTRACT:"PathAI") AND (cancer OR tumor OR tumour OR oncology OR carcinoma OR lymphoma OR leukemia OR leukaemia OR myeloma OR sarcoma OR melanoma OR glioma). Results are unfiltered search hits about PLUTO (PathAI), not a curated reading list.