Elucidating Early Radiation-Induced Cardiotoxicity Markers in Preclinical Genetic Models Through Advanced Machine Learning and Cardiac MRI

Radiation therapy (RT) is widely used to treat thoracic cancers but carries a risk of radiation-induced heart disease (RIHD). This study aimed to detect early markers of RIHD using machine learning (ML) techniques and cardiac MRI in a rat model. SS.BN3 consomic rats, which have a more subtle RIHD ph...

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Bibliografski detalji

Glavni autori:	Dayeong An, El-Sayed Ibrahim
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-12-01
Serija:	Journal of Imaging
Teme:	radiation-induced heart dysfunction machine learning in medical imaging cardiac magnetic resonance imaging myocardial strain analysis cardiotoxicity
Online pristup:	https://www.mdpi.com/2313-433X/10/12/308
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