… of CMR radiomics … CMR radiomics over existing approaches, we hierarchically built
supervised ML models incorporating traditional vascular risk factors (VRFs) and conventional CMR …

… had previous ischaemic cerebrovascular events and cardiac events (IHD). … radiomics
features for each condition, called “radiomics signature.” Finally, we studied whether the radiomics-…

… of CMR radiomics … CMR radiomics over existing approaches, we hierarchically built
supervised ML models incorporating traditional vascular risk factors (VRFs) and conventional CMR …

… in the cardiovascular imaging section) evaluated all the CMR images by consensus. All
LV measurements and calculations were made using commercially available software (Argus, …

… of established cardiovascular diseases, CMR radiomics may … of cardiac alterations related
to cardiovascular risk factors at … of CMR radiomics models to identify cardiac changes related …

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

… those derived from cardiac magnetic resonance (CMR), in particular when using real-rime
3D technique (r = 0.93 vs. r = 0.74 for maximal LAV; r = 0.88 vs. r = 0.82 for minimal LAV) [24]. …

… The utility of radiomics in CMR has recently been outlined in the context of MI, showing
the potential for texture analysis to detect small myocardial scars in cine images and to …

… of CMR images from healthy participants of the UK Biobank cohort study and found that
age, sex, and risk factors had an independent association with radiomic … by CMR radiomics. …

… 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. …