The Relationship of Behavioral, Social and Diabetes Factors with LVEF Measured Using Machine Learning Techniques

The Relationship of Behavioral, Social and Diabetes Factors with LVEF Measured Using Machine Learning Techniques

Purpose: Using a data and machine learning approach, from classical to complex, we aim to approximate the relationship between factors such as behavioral, social or comorbidity and the ejection fraction for hospitalized patients. To measure how much the independent variables influence the left ventr...

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Bibliographic Details
Main Authors: Cezara-Andreea Soysaler, Cătălina Liliana Andrei, Octavian Ceban, Crina-Julieta Sinescu
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
behavioral
social and diabetes factors
heart failure
machine learning
cardiovascular risk
primary prevention
Online Access:https://www.mdpi.com/2076-3417/12/19/9474

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https://www.mdpi.com/2076-3417/12/19/9474

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