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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Bibliographic Details

Published in:	The Southern African journal of critical care : the official journal of the Critical Care Society Vol. 41; no. 1; p. e2937
Main Authors:	Pienaar, M A, Naidoo, K D
Format:	Journal Article
Language:	English
Published:	South Africa 01.04.2025
Subjects:	Supervised machine learning models prediction model development model explanation classification machine learning SMLM validation
ISSN:	2078-676X, 2078-676X
Online Access:	Get more information
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