Deep feature-domain matching for cardiac-related component separation from image series of chest electrical impedance tomography: proof-of-concept study.

Ke ZhangMaokun LiHaiqing LiangJuan WangFan YangShenheng XuAria Abubakar

Published in: Physiological measurement (2022)

The method uses a light-weight convolutional neural network for fast network training and inference. It is a potential method for dynamic cardiac-related signal separation in clinical settings.

Keyphrases

convolutional neural network
deep learning
left ventricular
body mass index
liquid chromatography
machine learning
heart failure
single cell
magnetic resonance imaging
mass spectrometry
risk assessment
climate change
computed tomography