Effectiveness of machine learning models in diagnosis of heart disease: a comparative study

Abstract The precise diagnosis of heart disease represents a significant obstacle within the medical field, demanding the implementation of advanced diagnostic instruments and methodologies. This article conducts an extensive examination of the efficacy of different machine learning (ML) and deep le...

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Bibliographic Details
Main Authors: Waleed Alsabhan, Abdullah Alfadhly
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-09423-y
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