Classification and predictive models using supervised machine learning: A conceptual review

Supervised machine learning models (SMLMs) are likely to be a prevalent approach in the literature on medical machine learning. These models have considerable potential to improve clinical decision-making through enhanced prediction and classification. In this review, we present an overview of SMLMs...

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Vydané v:	The Southern African journal of critical care : the official journal of the Critical Care Society Ročník 41; číslo 1; s. e2937
Hlavní autori:	Pienaar, M A, Naidoo, K D
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	South Africa 01.04.2025
Predmet:	Supervised machine learning models prediction model development model explanation classification machine learning SMLM validation
ISSN:	2078-676X, 2078-676X
On-line prístup:	Zistit podrobnosti o prístupe
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