Cardiac magnetic resonance radiomics: basic principles and clinical perspectives
Z Raisi-Estabragh, C Izquierdo… - … -Cardiovascular …, 2020 - academic.oup.com
… Stepwise depiction of the cardiac magnetic resonance radiomics workflow. Image
acquisition: Routinely acquired cardiac magnetic resonance images may be used for radiomics …
acquisition: Routinely acquired cardiac magnetic resonance images may be used for radiomics …
Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review
… To evaluate the quality of radiomics studies using cardiac magnetic resonance imaging (CMR)
according to the radiomics quality score (RQS), Transparent Reporting of a multivariable …
according to the radiomics quality score (RQS), Transparent Reporting of a multivariable …
Cardiac magnetic resonance radiomics for disease classification
X Zhang, C Cui, S Zhao, L Xie, Y Tian - European Radiology, 2023 - Springer
… radiomics approach for automatically diagnosing cardiac diseases was proposed. A large
number of radiomics … subsets according to different areas of the cardiac at end-diastole (ED) …
number of radiomics … subsets according to different areas of the cardiac at end-diastole (ED) …
[HTML][HTML] Non-contrast Cine Cardiac Magnetic Resonance image radiomics features and machine learning algorithms for myocardial infarction detection
E Avard, I Shiri, G Hajianfar, H Abdollahi… - Computers in Biology …, 2022 - Elsevier
… Therefore, radiomic features are used in this work to potentially recognize changes in the
cardiac tissue after myocardial infarction, which is not possible by naked eyes [15,22,23,47]. …
cardiac tissue after myocardial infarction, which is not possible by naked eyes [15,22,23,47]. …
Cardiac magnetic resonance radiomics reveal differential impact of sex, age, and vascular risk factors on cardiac structure and myocardial tissue
… radiomics analysis as a tool for detailed cardiovascular phenotyping. We characterise
independent associations of sex, age, and key vascular risk factors with cardiovascular radiomics …
independent associations of sex, age, and key vascular risk factors with cardiovascular radiomics …
Repeatability of cardiac magnetic resonance radiomics: a multi-centre multi-vendor test-retest study
… of radiomics analysis to cardiac magnetic resonance … radiomics models in distinguishing
important disease entities such as hypertensive heart disease and hypertrophic cardiomyopathy …
important disease entities such as hypertensive heart disease and hypertrophic cardiomyopathy …
Cardiac CT and MRI radiomics: systematic review of the literature and radiomics quality score assessment
… ” AND “computed tomography” OR “magnetic resonance”; the detailed search string is
available in the supplementary materials. After removal of duplicates, abstracts were screened in …
available in the supplementary materials. After removal of duplicates, abstracts were screened in …
Estimation of biological heart age using cardiovascular magnetic resonance radiomics
… used CMR radiomics features to develop a heart age estimation … We examined associations
of radiomics features with heart … model estimated heart age to calculate a “heart age delta”, …
of radiomics features with heart … model estimated heart age to calculate a “heart age delta”, …
Radiomics-based classification of left ventricular non-compaction, hypertrophic cardiomyopathy, and dilated cardiomyopathy in cardiovascular magnetic resonance
C Izquierdo, G Casas, C Martin-Isla… - … in Cardiovascular …, 2021 - frontiersin.org
… imaging data such as cardiovascular magnetic resonance (CMR), is … In this paper, we
propose a radiomics approach to … A comprehensive radiomics characterization was applied to …
propose a radiomics approach to … A comprehensive radiomics characterization was applied to …
[HTML][HTML] Prognostic prediction of left ventricular myocardial noncompaction using machine learning and cardiac magnetic resonance radiomics
PL Han, ZK Jiang, R Gu, S Huang, Y Jiang… - … Imaging in Medicine …, 2023 - ncbi.nlm.nih.gov
… of 105 cine cardiac magnetic resonance (CMR)-derived radiomics … The reproducibility of the
extracted radiomics features was … the radiomic features of the 2 different magnetic resonance …
extracted radiomics features was … the radiomic features of the 2 different magnetic resonance …
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