Understanding vasopressor intervention and weaning: Risk prediction in a public heterogeneous clinical time series database

Conclusion Models that used SSAM features increased performance on both predictive tasks. These improvements may reflect an underlying, and ultimately predictive, latent state detectable from the physiological time series.

Source: Journal of the American Medical Informatics Association - October 4, 2016 Category: Information Technology Authors: Wu, M., Ghassemi, M., Feng, M., Celi, L. A., Szolovits, P., Doshi-Velez, F. Tags: Research and Applications Source Type: research