Representing Clinical Conditions on Vital Signs From Healthy Individuals Using Latent Modeling
A deep generative model based on conditional variational autoencoders with the objective of augmenting the vital signs of healthy individuals in a way that mimics the patterns of a certain clinical condition is proposed.