Dynamic MRI interpolation in temporal direction using an unsupervised generative model

• Published in: Computerized medical imaging and graphics Vol. 117; p. 102435
• Main Authors: Maciel, Corbin, Zou, Qing
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.10.2024
• Subjects: Cardiac cine MRI; Deep generative model; Internal Medicine; Interpolation in time; Other; Unsupervised learning; Deep generative model; Cardiac cine MRI; Interpolation in time; Unsupervised learning

Cardiac cine magnetic resonance imaging (MRI) is an important tool in assessing dynamic heart function. However, this technique requires long acquisition time and long breath holds, which presents difficulties. The aim of this study is to propose an unsupervised neural network framework that can per...