A novel approach for the effective prediction of cardiovascular disease using applied artificial intelligence techniques

A novel approach for the effective prediction of cardiovascular disease using applied artificial intelligence techniques

Abstract Aims The objective of this research is to develop an effective cardiovascular disease prediction framework using machine learning techniques and to achieve high accuracy for the prediction of cardiovascular disease. Methods In this paper, we have utilized machine learning algorithms to pred...

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Bibliographic Details
Main Authors: Azka Mir, Attique Ur Rehman, Tahir Muhammad Ali, Sabeen Javaid, Maram Fahaad Almufareh, Mamoona Humayun, Momina Shaheen
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:ESC Heart Failure
Subjects:
cardiovascular disease prediction
data imbalance handling
multi‐dataset approach
healthcare applications
CVD prediction using machine learning
Online Access:https://doi.org/10.1002/ehf2.14942
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https://doi.org/10.1002/ehf2.14942

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