A simulation-based phantom model for generating synthetic mitral valve image data-application to MRI acquisition planning.

Chiara Manini Olena Nemchyna Serdar Akansel Lars Walczak Lennart Tautz Christoph Kolbitsch Volkmar Falk Simon Harald Sündermann Titus Kuehne Jeanette Schulz-Menger Anja Hennemuth

Published in: International journal of computer assisted radiology and surgery (2023)

The proposed approach provides a valuable tool for the evaluation and optimization of cardiac valve image acquisition. Its application to the use case identifies the radial image sampling strategy as the most suitable for MV assessment through MRI.

Keyphrases

mitral valve
deep learning
contrast enhanced
magnetic resonance imaging
left ventricular
diffusion weighted imaging
left atrial
aortic valve
genome wide
electronic health record
gene expression
big data
machine learning