… In this paper, we used CMR radiomics analysis to study … who had previous ischaemic
cerebrovascular events and cardiac events … radiomics features for each condition, called “radiomics …

… Seven integrative models were built for each incident cardiovascular disease (CVD) as
an outcome. Each model was built with VRF, CMR indices, and radiomics features and a …

… of CMR radiomics for deeper image phenotyping of cardiovascular health and disease.
We … phenotyping of established cardiovascular diseases, CMR radiomics may also provide …

… heart disease (HHD), and many other cardiovascular diseases. … MRI in the evaluation of
cardiovascular diseases, such as readers… is to review the current radiomics applications in CMR. …

… CMR radiomics analysis as a tool for detailed cardiovascular … , and key vascular risk factors
with cardiovascular radiomics … participants without cardiovascular disease or vascular risk …

… In the present study, we used CMR radiomics features to develop a heart age estimation …
cardiovascular disease, we developed a novel heart age estimation tool using CMR radiomics …

… CMR radiomics combined with ECG increased the model performance in women. Especially
CMR derived radiomics … role of atrial remodeling in the disease mechanism of AF. The main …

… Cardiovascular risk stratification of subjects with suspected cardiovascular disease is of …
The management of this cohort is mostly informed by the assessment of traditional vascular …

… the myocardium when CMR is not available. For example, Qin and colleagues used radiomics
to detect myocardial fibrosis in hypertrophic cardiomyopathy using CMR as reference [47]. …

… Our findings demonstrate the potential of combining CMR radiomics with ML to …
cardiovascular disease patterns. Recently, a study explored the combination of ECG with radiomics …