A big - data classification tree for decision support system in the detection of dilated cardiomyopathy using heart rate variability

• Published in: Procedia computer science Vol. 176; pp. 2940 - 2948
• Main Authors: Silveri, G., Merlo, M., Restivo, L., Ajčević, M., Sinagra, G., Accardo, A.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2020
• Subjects: Classification; Dilated cardiomyopathy; HRV parameters; Regression Tree; HRV parameters; Dilated cardiomyopathy; Regression Tree; Classification

Dilated cardiomyopathy (DCM) is a heart muscle disease characterized by left ventricular (LV) or biventricular dilatation and systolic dysfunction in the absence of either pressure or volume overload or coronary artery disease sufficient to explain the dysfunction. The use of heart rate variability...