Time-resolved tracking of the atrioventricular plane displacement in Cardiovascular Magnetic Resonance (CMR) images.

Felicia SeemannUlrika PahlmKatarina Steding-EhrenborgEllen OstenfeldDavid ErlingeJean-Luc Dubois-RandeSvend Eggert JensenDan AtarHåkan ArhedenMarcus CarlssonEinar Heiberg

Published in: BMC medical imaging (2017)

The proposed algorithm show good agreement and low bias with the reference standard, and with an agreement in parity with inter-observer variability. Thus, it can be used as an automatic method of tracking and measuring AVPD in CMR.

Keyphrases

deep learning
magnetic resonance
machine learning
convolutional neural network
neural network
optical coherence tomography
magnetic resonance imaging
computed tomography
atrial fibrillation