Article
Deep phenotyping the right ventricle to establish translational MRI biomarkers for characterization of adaptive and maladaptive states in pulmonary hypertension.
Scientific reports - 30 Nov 2024
Baxan Nicoleta, Zhao Lin, Ashek Ali, Niglas Marili, Wang Dingyi, Khassafi Fatemeh, Sabrin Farah, Dubois Olivier, Chen Chien-Nien, Pullamsetti Soni Savai, Wilkins Martin, Zhao Lan
Abstract excerpt
Deep phenotyping the right ventricle (RV) is essential for understanding the mechanisms of adaptive and maladaptive RV responses to pulmonary hypertension (PH). In this study, feature selection coupled with machine learning classification/ranking of specific cardiac magnetic resonance imaging (MRI) features from cine-MRI, flow-sensitized, and extracellular-volume techniques were used to assess RV remodelling in...
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