Enhancing Heart Disease Diagnosis Using ECG Signal Reconstruction and Deep Transfer Learning Classification with Optional SVM Integration

<b>Background/Objectives:</b> Accurate and efficient diagnosis of heart disease through electrocardiogram (ECG) analysis remains a critical challenge in clinical practice due to noise interference, morphological variability, and the complexity of overlapping cardiac signals. <b>Methods</b>: This stu...

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Hauptverfasser:	Mostafa Ahmad, Ali Ahmed, Hasan Hashim, Mohammed Farsi, Nader Mahmoud
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2025-06-01
Schriftenreihe:	Diagnostics
Schlagworte:	medical images signal image processing and classification heart failure diagnosis DL models
Online-Zugang:	https://www.mdpi.com/2075-4418/15/12/1501
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