Accelerating breast MRI acquisition with generative AI models.

Augustine OkolieTimm DirrichsLuisa Charlotte HuckSven NebelungSoroosh Tayebi ArastehTeresa NolteTianyu HanChristiane Katharina KuhlDaniel Truhn

Published in: European radiology (2024)

Accelerating breast MRI reconstruction remains a significant challenge in clinical settings. Score-based diffusion models can achieve near-perfect reconstruction for moderate undersampling factors. Faster breast MRI scans with maintained image quality could revolutionize clinic workflows and patient experience.

Keyphrases

contrast enhanced
image quality
magnetic resonance imaging
computed tomography
diffusion weighted imaging
magnetic resonance
primary care
dual energy
artificial intelligence