Deep phenotyping the right ventricle to establish translational MRI biomarkers for characterization of adaptive and maladaptive states in pulmonary hypertension

Deep phenotyping the right ventricle to establish translational MRI biomarkers for characterization of adaptive and maladaptive states in pulmonary hypertension

Abstract 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 imagi...

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Bibliographic Details
Main Authors: Nicoleta Baxan, Lin Zhao, Ali Ashek, Marili Niglas, Dingyi Wang, Fatemeh Khassafi, Farah Sabrin, Olivier Dubois, Chien-Nien Chen, Soni Savai Pullamsetti, Martin Wilkins, Lan Zhao
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Adaptive/maladaptive right ventricle
MRI
Myocardial extracellular matrix
Pulmonary artery blood flow
Pulmonary hypertension
RV phenotyping
Online Access:https://doi.org/10.1038/s41598-024-79029-3
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https://doi.org/10.1038/s41598-024-79029-3

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