Cardiac Health Risk Stratification System (CHRiSS): a Bayesian-based decision support system for left ventricular assist device (LVAD) therapy

This study investigated the use of Bayesian Networks (BNs) for left ventricular assist device (LVAD) therapy; a treatment for end-stage heart failure that has been steadily growing in popularity over the past decade. Despite this growth, the number of LVAD implants performed annually remains a small...

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Veröffentlicht in:	PloS one 2014-11, Vol.9 (11), p.e111264-e111264
Hauptverfasser:	Loghmanpour, Natasha A, Druzdzel, Marek J, Antaki, James F
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes Theorem Bayesian analysis Biology and Life Sciences Cardiovascular Diseases - mortality Clinical decision making Computer and Information Sciences Data processing Decision making Decision support systems Decision Support Systems, Clinical Engineering and Technology Health Health risks Health services Heart Heart - physiology Heart diseases Heart-Assist Devices Humans Implants Mathematical models Medicine and Health Sciences Model accuracy Models, Theoretical Mortality Oversampling Patients Physical Sciences Physicians Population statistics Research and Analysis Methods Risk Risk Factors Therapy Ventricle
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