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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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Hlavní autoři: Dayeong An, El-Sayed Ibrahim
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2024-12-01
Edice:Journal of Imaging
Témata:
radiation-induced heart dysfunction
machine learning in medical imaging
cardiac magnetic resonance imaging
myocardial strain analysis
cardiotoxicity
On-line přístup:https://www.mdpi.com/2313-433X/10/12/308
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