Open AccessA Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data
Author(s) -
Marzyeh Ghassemi,
Marco A. F. Pimentel,
Tristan Naumann,
Thomas Brennan,
David A. Clifton,
Peter Szolovits,
Mengling Feng
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9209
Subject(s) - hyperparameter , multivariate statistics , computer science , gaussian process , artificial intelligence , machine learning , medicine , gaussian , pattern recognition (psychology) , physics , quantum mechanics