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Depositordc.contributorWilliams, Chris
Funderdc.contributor.otherScottish Governmenten_UK
Data Creatordc.creatorWilliams, Chris
Data Creatordc.creatorLal, Partha
Data Creatordc.creatorShaw, Martin
Citationdc.identifier.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.
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Dataset Description (abstract)dc.description.abstractThe 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.en_UK
Dataset Description (TOC)dc.description.tableofcontentsSee README fileen_UK
Publisherdc.publisherUniversity of Edinburgh, School of Informatics, Institute for Adaptive and Neural Computationen_UK
Rightsdc.rightsThe MIT License (MIT) Copyright (c) 2015 University of Edinburgh Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.en
Sourcedc.sourceNetLab code Copyright Ian T. Nabney, all rights reserved - please see licence in /icu_monitoring_code/matlab/netlab3.3en_UK
Subjectdc.subjectcondition monitoringen_UK
Subjectdc.subjectintensive care uniten_UK
Subjectdc.subjectswitching linear dynamical systemen_UK
Subject Classificationdc.subject.classificationMathematical and Computer Sciencesen_UK
Titledc.titleCode for Factorial Switching Linear Dynamical System (FSLDS) Monitoring of Intensive Care Unit Dataen_UK

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