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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Veröffentlicht in:	Informatics and Health Jg. 1; H. 2; S. 70 - 81
Hauptverfasser:	Omotehinwa, Temidayo Oluwatosin, Oyewola, David Opeoluwa, Moung, Ervin Gubin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	KeAi Communications Co., Ltd 01.09.2024
Schlagworte:	Clinical decision making Coronary heart disease Light gradient-boosting machine Machine learning MICE Tree-structured Parzen estimator
ISSN:	2949-9534, 2949-9534
Online-Zugang:	Volltext
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