… CMR radiomics analysis may provide new insight into the relationship between these two
systems and their underlying mechanisms. These additional imaging … we used CMR radiomics …

… The application of radiomics principles to CMR may help to … is to review the current radiomics
applications in CMR. … [75] aimed at investigating CMR radiomic signature in the detection of …

… This study confirms the feasibility and potential of CMR radiomics for deeper image
phenotyping of cardiovascular health and disease. We demonstrate such analysis may have utility …

… whether radiomics features of non-enhanced CMR cine images differ … radiomics of CMR
cine images, then it might not be possible to apply radiomics signature derived from cine images …

… The identified radiomics signatures for each incident outcome are depicted in Table 2.
Overall, ventricular shape and myocardial texture feature dominated all models and there was …

… We will also review existing literature on CMR radiomics, discuss challenges, and consider
… modelling is to define unique SI patterns (radiomics signatures) for important cardiac …

… Radiomic features were extracted from cine CMR images and … radiomic signatures
construction. Binary logistic regression was used to assess association between radiomic signatures …

… This study demonstrated that using radiomics analysis on non-contrast Cine-CMR images
enables to accurately detect MI, which could potentially be used as an alternative diagnostic …

… performance using logistic regression during feature selection for signature A, it was not among
the … This study explored the use of radiomic analysis of LGE-CMR images in patients with …

… phenotypes on imaging with higher precision [32], radiomics studies of CMR images in …
Although our results showed the potential usefulness of the radiomics signature in differentiating …