HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System

Heart disease, one of the major causes of mortality worldwide, can be mitigated by early heart disease diagnosis. A clinical decision support system (CDSS) can be used to diagnose the subjects' heart disease status earlier. This study proposes an effective heart disease prediction model (HDPM)...

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Veröffentlicht in:	IEEE access Jg. 8; S. 133034 - 133050
Hauptverfasser:	Fitriyani, Norma Latif, Syafrudin, Muhammad, Alfian, Ganjar, Rhee, Jongtae
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Cardiovascular disease clinical decision support system Clustering Data analysis Data models Datasets Decision support systems Decision trees Diagnosis disease prediction model Diseases Heart Heart disease Heart diseases imbalanced data Machine learning Medical diagnosis Multilayer perceptrons outlier data Outliers (statistics) Prediction models Predictive models Radio frequency Support vector machines
ISSN:	2169-3536, 2169-3536
Online-Zugang:	Volltext
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