Optimizing the light gradient-boosting machine algorithm for an efficient early detection of coronary heart disease

Background: Coronary heart disease (CHD) remains a prominent cause of mortality globally, necessitating early and accurate detection methods. Traditional diagnostic approaches can be invasive, costly, and time-consuming, necessitating the need for more efficient alternatives. This aimed to optimize...

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Bibliographic Details

Published in:	Informatics and Health Vol. 1; no. 2; pp. 70 - 81
Main Authors:	Omotehinwa, Temidayo Oluwatosin, Oyewola, David Opeoluwa, Moung, Ervin Gubin
Format:	Journal Article
Language:	English
Published:	KeAi Communications Co., Ltd 01.09.2024
Subjects:	Clinical decision making Coronary heart disease Light gradient-boosting machine Machine learning MICE Tree-structured Parzen estimator
ISSN:	2949-9534, 2949-9534
Online Access:	Get full text
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