A variational autoencoder with a regression loss learns a blood-pressure axis in latent space from cardiac MRI biomarkers, revealing that left ventricular diastolic biomarkers change most with systolic blood pressure.
Impact of prehypertension on left ventricu- lar structure, function and geometry,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders
A variational autoencoder with a regression loss learns a blood-pressure axis in latent space from cardiac MRI biomarkers, revealing that left ventricular diastolic biomarkers change most with systolic blood pressure.