An Integrated Machine Learning Framework for Effective Prediction of Cardiovascular Diseases

An Integrated Machine Learning Framework for Effective Prediction of Cardiovascular Diseases

Cardiovascular diseases are considered as the most life-threatening syndromes with the highest mortality rate globally. Over a period of time, they have become very common and are now overstretching the healthcare systems of countries. The major factors of cardiovascular diseases are high blood pres...

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Bibliographic Details
Main Authors: Aqsa Rahim, Yawar Rasheed, Farooque Azam, Muhammad Waseem Anwar, Muhammad Abdul Rahim, Abdul Wahab Muzaffar
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Cardiovascular diseases
machine learning
cardiovascular prediction
ensemble
SMOTE
feature importance
Online Access:https://ieeexplore.ieee.org/document/9491140/

Internet

https://ieeexplore.ieee.org/document/9491140/

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