Radiomics signatures of cardiovascular risk factors in cardiac MRI: results from the UK biobank
Cardiovascular magnetic resonance (CMR) radiomics is a novel technique for advanced
cardiac image phenotyping by analyzing multiple quantifiers of shape and tissue texture. In …
cardiac image phenotyping by analyzing multiple quantifiers of shape and tissue texture. In …
Cardiac magnetic resonance radiomics reveal differential impact of sex, age, and vascular risk factors on cardiac structure and myocardial tissue
Background: Cardiovascular magnetic resonance (CMR) radiomics analysis provides
multiple quantifiers of ventricular shape and myocardial texture, which may be used for …
multiple quantifiers of ventricular shape and myocardial texture, which may be used for …
New imaging signatures of cardiac alterations in ischaemic heart disease and cerebrovascular disease using CMR radiomics
E Rauseo, C Izquierdo Morcillo… - Frontiers in …, 2021 - frontiersin.org
Background: Ischaemic heart disease (IHD) and cerebrovascular disease are two closely
inter-related clinical entities. Cardiovascular magnetic resonance (CMR) radiomics may …
inter-related clinical entities. Cardiovascular magnetic resonance (CMR) radiomics may …
Cardiac magnetic resonance radiomics: basic principles and clinical perspectives
Z Raisi-Estabragh, C Izquierdo… - European Heart …, 2020 - academic.oup.com
Radiomics is a novel image analysis technique, whereby voxel-level information is extracted
from digital images and used to derive multiple numerical quantifiers of shape and tissue …
from digital images and used to derive multiple numerical quantifiers of shape and tissue …
Repeatability of cardiac magnetic resonance radiomics: a multi-centre multi-vendor test-retest study
Aims: To evaluate the repeatability of cardiac magnetic resonance (CMR) radiomics features
on test-retest scanning using a multi-centre multi-vendor dataset with a varied case-mix …
on test-retest scanning using a multi-centre multi-vendor dataset with a varied case-mix …
Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation
Population imaging studies generate data for developing and implementing personalised
health strategies to prevent, or more effectively treat disease. Large prospective …
health strategies to prevent, or more effectively treat disease. Large prospective …
Cardiac MR: from theory to practice
Cardiovascular disease (CVD) is the leading single cause of morbidity and mortality,
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …
Emerging MRI techniques for molecular and functional phenotyping of the diseased heart
HLM Cheng - Frontiers in Cardiovascular Medicine, 2022 - frontiersin.org
Recent advances in cardiac MRI (CMR) capabilities have truly transformed its potential for
deep phenotyping of the diseased heart. Long known for its unparalleled soft tissue contrast …
deep phenotyping of the diseased heart. Long known for its unparalleled soft tissue contrast …
Prediction of incident cardiovascular events using machine learning and CMR radiomics
Objectives Evaluation of the feasibility of using cardiovascular magnetic resonance (CMR)
radiomics in the prediction of incident atrial fibrillation (AF), heart failure (HF), myocardial …
radiomics in the prediction of incident atrial fibrillation (AF), heart failure (HF), myocardial …
Reproducibility of segmentation-based myocardial radiomic features with cardiac MRI
Purpose To investigate reproducibility of myocardial radiomic features with cardiac MRI.
Materials and Methods Test-retest studies were performed with a 3-T MRI system using …
Materials and Methods Test-retest studies were performed with a 3-T MRI system using …
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