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 detailed cardiovascular phenotyping.Objectives: We studied variation in CMR radiomics phenotypes by age and sex in healthy UK Bioban...
Main Authors: | Zahra Raisi-Estabragh, Akshay Jaggi, Polyxeni Gkontra, Celeste McCracken, Nay Aung, Patricia B. Munroe, Stefan Neubauer, Nicholas C. Harvey, Karim Lekadir, Steffen E. Petersen |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2021-12-01
|
Series: | Frontiers in Cardiovascular Medicine |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fcvm.2021.763361/full |
Similar Items
-
New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics
by: Elisa Rauseo, et al.
Published: (2021-09-01) -
Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank
by: Zahra Raisi-Estabragh, et al.
Published: (2021-05-01) -
Renin-Angiotensin-Aldosterone System Blockers Are Not Associated With Coronavirus Disease 2019 (COVID-19) Hospitalization: Study of 1,439 UK Biobank Cases
by: Zahra Raisi-Estabragh, et al.
Published: (2020-07-01) -
The Impact of Maternal Obesity on Offspring Cardiovascular Health: A Systematic Literature Review
by: Lois Kankowski, et al.
Published: (2022-05-01) -
Image-Based Cardiac Diagnosis With Machine Learning: A Review
by: Carlos Martin-Isla, et al.
Published: (2020-01-01)