Mammo-FM is the first mammography-specific foundation model pretrained on the largest multi-institutional dataset to date that integrates diagnosis, prognosis, and report generation while outperforming generalist models with one-third the parameters.
Also, the question-answer pairs must be derived from the given radiology report only, nothing else
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Mammo-FM: Breast-specific foundational model for Integrated Mammographic Diagnosis, Prognosis, and Reporting
Mammo-FM is the first mammography-specific foundation model pretrained on the largest multi-institutional dataset to date that integrates diagnosis, prognosis, and report generation while outperforming generalist models with one-third the parameters.