Cardiac magnetic resonance radiomics for disease classification

Objectives This study investigated the discriminability of quantitative radiomics features extracted from cardiac magnetic resonance (CMR) images for hypertrophic cardiomyopathy (HCM), dilated cardiomyopathy (DCM), and healthy (NOR) patients. Methods The data of two hundred and eighty-three patients...

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Veröffentlicht in:	European radiology 2023-04, Vol.33 (4), p.2312-2323
Hauptverfasser:	Zhang, Xiaoxuan, Cui, Caixia, Zhao, Shifeng, Xie, Lizhi, Tian, Yun
Format:	Artikel
Sprache:	eng
Schlagworte:	Cardiac Cardiomyopathy Cardiomyopathy, Dilated - pathology Cardiomyopathy, Hypertrophic - diagnostic imaging Classification Datasets Diagnostic Radiology Dilated cardiomyopathy Feature extraction Feature selection Heart Heart diseases Humans Image filters Imaging Internal Medicine Interventional Radiology Kurtosis Machine learning Magnetic resonance Magnetic Resonance Imaging Magnetic Resonance Spectroscopy Medical imaging Medicine Medicine & Public Health Model accuracy Myocardium Myocardium - pathology Neuroradiology Prediction models Radiology Radiomics Redundancy Ultrasound Ventricle
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