Deep Learning Synthesis of White-Blood From Dark-Blood Late Gadolinium Enhancement Cardiac Magnetic Resonance.
Tim J M JaspersBibi MartensRichard CrawleyLamis JadaSina AmirrajabMarcel BreeuwerRobert J HoltackersAmedeo ChiribiriCian M ScannellPublished in: Investigative radiology (2024)
This study proposed a CycleGAN model to generate synthetic WB-LGE from DB-LGE images to allow assessment of both image contrasts without additional scan time. This work represents a clinically focused assessment of synthetic medical images generated by artificial intelligence, a topic with significant potential for a multitude of applications. However, further evaluation is warranted before clinical adoption.