CT-FM (whole-body CT foundation model)
A model pretrained on 148,000 CT scans to segment organs and triage findings.
CT-FM (2025) uses self-supervised pretraining on whole-body CT for segmentation, triage and retrieval.
Generic schematic · not to scale · placeholder for the ai computation front
Flagged finding · Neural network
How it works
3D self-supervised pretraining.
Strengths
- Scale of 3D pretraining
Limitations
- Research
Since
2025
Latest papers
topLatest papers · live from Europe PMC
Query for this technology: (TITLE:"CT-FM" OR ABSTRACT:"CT-FM" OR TITLE:"whole-body CT foundation model" OR ABSTRACT:"whole-body CT foundation model") 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 CT-FM (whole-body CT foundation model), not a curated reading list.