Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signals

Hollan Haule, Ian Piper, Patricia Jones +2

In Intensive Care Units (ICU), the abundance of multivariate time series presents an opportunity for machine learning (ML) to enhance patient phenotyping. In contrast to previous r…