Dynamically Modeling Patient's Health State from Electronic Medical Records: A Time Series Approach
Dynamically Modeling Patient's Health State from Electronic Medical Records: A Time Series Approach
Karla L. Caballero Barajas,R. Akella
2015 · DOI: 10.1145/2783258.2783289
Knowledge Discovery and Data Mining · 95 Citations
TLDR
A method to dynamically estimate the probability of mortality inside the Intensive Care Unit (ICU) by combining heterogeneous data based on Generalized Linear Dynamic Models that models the probabilities as a latent state that evolves over time.