Automatic measurement plane placement for 4D Flow MRI of the great vessels using deep learning.

Journal: International journal of computer assisted radiology and surgery
Published Date: Aug 17, 2021

Abstract

PURPOSE: Despite the great potential and flexibility of 4D flow MRI for hemodynamic analysis, a major limitation is the need for time-consuming and user-dependent post-processing. We propose a fast four-step algorithm for rapid, robust, and repeatable flow measurements in the great vessels based on automatic placement of measurement planes and vessel segmentation.

Authors

  • Philip A Corrado
    Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA. pcorrado2@wisc.edu.
  • Daniel P Seiter
    Department of Medical Physics, University of Wisconsin-Madison, Madison, WI, USA.
  • Oliver Wieben
    Departments of Medical Physics and Radiology, University of Wisconsin-Madison, Madison, WI, USA.

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