Automated Generation of Reliable Blood Velocity Parameter Maps from Contrast-Enhanced Ultrasound Data.

Benjamin TheekTatjana OpacicDiana MöckelGeorg SchmitzTwan LammersFabian Kießling

Published in: Contrast media & molecular imaging (2017)

Systematic pixel binning allows the automated identification of optimal pixel resolutions for parametric maps, supporting textural analysis of CEUS data. This approach is independent from the ultrasound setup and can be implemented in the software of other (clinical) ultrasound devices.

Keyphrases

contrast enhanced ultrasound
electronic health record
machine learning
deep learning
high throughput
big data
data analysis
computed tomography
blood flow