Deep Learning for Breast MRI Style Transfer with Limited Training Data.

In this work we introduce a novel medical image style transfer method, StyleMapper, that can transfer medical scans to an unseen style with access to limited training data. This is made possible by training our model on unlimited possibilities of simulated random medical imaging styles on the traini...

Full description

Bibliographic Details
Published in:Journal of Digital Imaging Vol. 36; no. 2; pp. 666 - 679
Main Authors: Cao, Shixing, Konz, Nicholas, Duncan, James, Mazurowski, Maciej A.
Format: diagnostic images equations & formulas research tables/charts Journal Article
Published: Springer Nature Apr2023
Online Access:View this record in EBSCOhost