Ensuring respiratory phase consistency to improve cardiac function quantification in real-time CMR.

Chong ChenPreethi ChandrasekaranYingmin LiuOrlando P SimonettiMatthew TongRizwan Ahmad

Published in: Magnetic resonance in medicine (2021)

The proposed method enables fully automatic extraction and directionality determinations of respiratory signal from RT cardiac cine images, allowing accurate cardiac function quantification.

Keyphrases

deep learning
left ventricular
convolutional neural network
respiratory tract
machine learning
high resolution
optical coherence tomography
heart failure
atrial fibrillation
mass spectrometry