Cerebrovascular super-resolution 4D Flow MRI - using deep learning to non-invasively quantify velocity, flow, and relative pressure
E. Ferdian, D. Marlevi, J. Schollenberger, M. Aristova, E. R. Edelman, S. Schnell, C. A. Figueroa, D. A. Nordsletten, A. A. Young
This paper develops a deep learning method combined with 4D Flow MRI to generate high-resolution cerebrovascular flow and pressure data, validated in both in-silico and in-vivo settings.
bioRxiv · Aug 25, 2021 · PreprintBioengineering