… In this study, we constructed CMR, radiomics, and integrated models based on cine imaging
to identify fibrosis in patients with HCM. The results in the independent test set showed that I …

… for radiomic features extracted from CMR … Cardiovascular disease (CVD) prevalence
increases with age and causes structural and functional complications [1, 2]. Cardiovascular …

… to simultaneously rule out coronary artery disease (CAD) [5,… radiomic studies focusing on
the diagnosis and differentiation of HCM by CMR, this study emphasized the utility of radiomics …

… in patients with suspected cardiac AL amyloidosis. Therefore, we aimed to assess the value
of CMR-based radiomics approaches for the identification of cardiac involvement in patients …

… studies and other prior radiomics CMR studies have also … -up for a family history of
cardiovascular disease. All patients in the … ), coronary artery disease on CMRI, or cardiac …

… radiomics analysis using native T1 or T2 maps can be useful in the diagnosis of various cardiac
diseases. … (21) demonstrated the possibility of distinguishing hypertensive heart disease …

… for the extraction of typical radiomics features and image-based cardiac biomarkers as
suggested in Section Introduction. For 4D image data we generate radiomics feature curves that …

… scintigraphy and/or cardiac magnetic resonance (CMR). … Some CMR markers, although
pathognomonic in patients with … in other forms of cardiovascular disease, including reactive or …

… CMR mapping techniques and texture analysis or radiomics or … experienced a major adverse
cardiovascular event (MACE) … Follow-up CMR, 6 months after the initial CMR scan, showed …

… CMR radiomics and regularized latent-representation based models for identifying changes
in cardiac … for image phenotyping of important cardiovascular diseases was carried out …