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

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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Bibliographic Details
Main Authors: Norma Latif Fitriyani, Muhammad Syafrudin, Ganjar Alfian, Jongtae Rhee
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Heart disease
disease prediction model
clinical decision support system
outlier data
imbalanced data
machine learning
Online Access:https://ieeexplore.ieee.org/document/9144587/

Internet

https://ieeexplore.ieee.org/document/9144587/

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