New imaging signatures of cardiac alterations in ischaemic heart disease and cerebrovascular disease using CMR radiomics
E Rauseo, C Izquierdo Morcillo… - … in Cardiovascular …, 2021 - frontiersin.org
… and brain diseases using CMR radiomics analysis may provide new insight into the … In
this paper, we used CMR radiomics analysis to study whether there were specific cardiac …
this paper, we used CMR radiomics analysis to study whether there were specific cardiac …
Radiomics applications in cardiac imaging: a comprehensive review
… The application of radiomics principles to CMR may help to … is to review the current radiomics
applications in CMR. … allow the detection of myocardial tissue alterations in the HCM setting …
applications in CMR. … allow the detection of myocardial tissue alterations in the HCM setting …
The influence of cardiac motion on radiomics features: radiomics features of non-enhanced CMR cine images greatly vary through the cardiac cycle
… radiomics features of CMR cine images vary during the cardiac cycle and investigate the
reproducibility of radiomics … studies have demonstrated that pathological myocardial alterations …
reproducibility of radiomics … studies have demonstrated that pathological myocardial alterations …
Cardiac magnetic resonance radiomics reveal differential impact of sex, age, and vascular risk factors on cardiac structure and myocardial tissue
… utility of CMR radiomics analysis as a tool for detailed cardiovascular … risk factors with
cardiovascular radiomics phenotypes and … alterations in CMR metrics. Exploration of age-related …
cardiovascular radiomics phenotypes and … alterations in CMR metrics. Exploration of age-related …
Radiomics signatures of cardiovascular risk factors in cardiac MRI: results from the UK biobank
… indices, we showed that radiomics enable improved quantification of alterations in both …
Our findings demonstrate the feasibility of CMR radiomics models to identify cardiac changes …
Our findings demonstrate the feasibility of CMR radiomics models to identify cardiac changes …
Cardiac magnetic resonance radiomics: basic principles and clinical perspectives
Z Raisi-Estabragh, C Izquierdo… - … -Cardiovascular …, 2020 - academic.oup.com
… We will also review existing literature on CMR radiomics, … , radiomics analysis may have
value in reflecting alterations of … ability of radiomics analysis to detect alterations in myocardial …
value in reflecting alterations of … ability of radiomics analysis to detect alterations in myocardial …
Prediction of incident cardiovascular events using machine learning and CMR radiomics
… ’s morphological and tissue level alterations [11]. … utility of CMR radiomics for the prediction
of four key incident CVDs: atrial fibrillation (AF), heart failure (HF), myocardial infarction (MI), …
of four key incident CVDs: atrial fibrillation (AF), heart failure (HF), myocardial infarction (MI), …
Radiomics in cardiovascular disease imaging: from pixels to the heart of the problem
G Spadarella, T Perillo, L Ugga, R Cuocolo - Current Cardiovascular …, 2022 - Springer
… 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]. …
to detect myocardial fibrosis in hypertrophic cardiomyopathy using CMR as reference [47]. …
Atrial fibrillation prediction by combining ECG markers and CMR radiomics
… cardiac diseases. Recently, the concept of radiomics has attracted significant attention in the
cardiac … AF, and these alterations can be picked up by radiomics features. Although further …
cardiac … AF, and these alterations can be picked up by radiomics features. Although further …
… between cardiac amyloidosis and hypertrophic cardiomyopathy on non-contrast cine-magnetic resonance images using machine learning-based radiomics
S Jiang, L Zhang, J Wang, X Li, S Hu, Y Fu… - … in Cardiovascular …, 2022 - frontiersin.org
… radiomics approach could identify differences in the myocardial texture of CA and HCM on
CMR … For detecting myocardial tissue alterations, the most important texture feature was …
CMR … For detecting myocardial tissue alterations, the most important texture feature was …
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