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Quantification of aortic pulse wave velocity from a population based cohort: a fully automatic method.

Rahil ShahzadArun ShankarRaquel AmierRobin NijveldtJos J M WestenbergAlbert de RoosBoudewijn P F LelieveldtRob J van der Geestnull null
Published in: Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance (2019)
We proposed and evaluated a fully automatic method to calculate the PWV on a large set of multi-center MRI scans. It was observed that the overall results obtained had very good agreement with manual analysis. Our proposed automatic method would be very beneficial for large population based studies, where manual analysis requires a lot of manpower.
Keyphrases
  • deep learning
  • machine learning
  • computed tomography
  • magnetic resonance imaging
  • heart failure
  • left ventricular
  • coronary artery
  • atrial fibrillation
  • pulmonary artery
  • data analysis