[HTML][HTML] 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
… 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 …
cerebrovascular events and cardiac events … radiomics features for each condition, called “radiomics …
[HTML][HTML] Prediction of incident cardiovascular events using machine learning and CMR 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 …
an outcome. Each model was built with VRF, CMR indices, and radiomics features and a …
[HTML][HTML] Radiomics signatures of cardiovascular risk factors in cardiac MRI: results from the UK biobank
… of CMR radiomics for deeper image phenotyping of cardiovascular health and disease.
We … phenotyping of established cardiovascular diseases, CMR radiomics may also provide …
We … phenotyping of established cardiovascular diseases, CMR radiomics may also provide …
[HTML][HTML] Cardiac magnetic resonance radiomics reveal differential impact of sex, age, and vascular risk factors on cardiac structure and myocardial tissue
… (n = 14,902) without cardiovascular disease or VRFs, we … of CMR radiomics analysis as
a tool for detailed cardiovascular … risk factors with cardiovascular radiomics phenotypes and …
a tool for detailed cardiovascular … risk factors with cardiovascular radiomics phenotypes and …
[HTML][HTML] 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]. …
[HTML][HTML] Radiomics applications in cardiac imaging: a comprehensive review
… 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. …
cardiovascular diseases, such as readers… is to review the current radiomics applications in CMR. …
[HTML][HTML] Radiomics in Cardiovascular Imaging
M Kolossváry, D Dey - Frontiers in Cardiovascular Medicine, 2022 - frontiersin.org
… on the morphological characteristics of the myocardium as assessed by CMR radiomics. …
heart disease, ischemic cerebrovascular disease, myocardial infarction, and ischemic stroke. …
heart disease, ischemic cerebrovascular disease, myocardial infarction, and ischemic stroke. …
Prediction of incident cardiovascular events using machine learning and CMR radiomics
… cardiovascular disease (CVD) as an outcome. Each model was built with VRF, CMR
indices, and radiomics … Results AF prediction model using the VRF+CMR+Rad model (accuracy: …
indices, and radiomics … Results AF prediction model using the VRF+CMR+Rad model (accuracy: …
[HTML][HTML] Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset
Z Raisi-Estabragh, C Martin-Isla, L Nissen… - … in cardiovascular …, 2023 - frontiersin.org
… Cardiovascular risk stratification of subjects with suspected cardiovascular disease is of crucial
public … However, recently stress perfusion cardiovascular magnetic resonance (CMR) has …
public … However, recently stress perfusion cardiovascular magnetic resonance (CMR) has …
[HTML][HTML] Association between cine CMR-based radiomics signature and microvascular obstruction in patients with ST-segment elevation myocardial infarction
Y Peng, K Wu, YXJ Wang, J Gong - Journal of Thoracic Disease, 2022 - ncbi.nlm.nih.gov
… the feasibility of predicting MVO based on the radiomic signature of cine CMR. In conclusion,
radiomics signature based on cine CMR was an independent risk factor to predict MVO in …
radiomics signature based on cine CMR was an independent risk factor to predict MVO in …
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