Code for Factorial Switching Linear Dynamical System (FSLDS) Monitoring of Intensive Care Unit Data
Data CreatorWilliams, Chris
PublisherUniversity of Edinburgh, School of Informatics, Institute for Adaptive and Neural Computation
MetadataShow full item record
CitationWilliams, Chris; Lal, Partha; Shaw, Martin. (2015). Code for Factorial Switching Linear Dynamical System (FSLDS) Monitoring of Intensive Care Unit Data, [software]. University of Edinburgh, School of Informatics, Institute for Adaptive and Neural Computation. http://dx.doi.org/10.7488/ds/300.
DescriptionThe submission contains: (1) realtime - C++ code for performing Factoral Switching Linear Dynamical System (FSLDS) inference in real time on CSV input files; (2) matlab - Matlab code used for offline parameter estimation and inference on historical data;(3) preprocessor - C++ code, documentation and executables for the conversion of high frequency waveform data to 1Hz data; (4) licensing information; and (5) a report describing the development of this code and results of its use on a set of patients from the Neuro ICU in the Southern General Hospital, Glasgow.
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