Fully-automated left ventricular mass and volume MRI analysis in the UK Biobank population cohort: evaluation of initial results

Fully-automated left ventricular mass and volume MRI analysis in the UK Biobank population cohort: evaluation of initial results

UK Biobank, a large cohort study, plans to acquire 100,000 cardiac MRI studies by 2020. Although fully-automated left ventricular (LV) analysis was performed in the original acquisition, this was not designed for unsupervised incorporation into epidemiological studies. We sought to evaluate automate...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak:	Suinesiaputra, A, Sanghvi, MM, Aung, N, Paiva, JM, Zemrak, F, Fung, K, Lukaschuk, E, Lee, AM, Carapella, V, Kim, YJ, Francis, J, Piechnik, SK, Neubauer, S, Greiser, A, Jolly, MP, Hayes, C, Young, AA, Petersen, SE
Formatua:	Journal article
Hizkuntza:	English
Argitaratua:	Springer Verlag 2017

Antzeko izenburuak

The impact of cardiovascular risk factors on cardiac structure and function: Insights from the UK Biobank imaging enhancement study
nork: Petersen, SE, et al.
Argitaratua: (2017)

The impact of menopausal hormone therapy (MHT) on cardiac structure and function: Insights from the UK Biobank imaging enhancement study
nork: Sanghvi, MM, et al.
Argitaratua: (2018)

Association between ambient air pollution and cardiac morpho-functional phenotypes: insights from the UK Biobank Population Imaging Study
nork: Aung, N, et al.
Argitaratua: (2018)

Variation in lung function and alterations in cardiac structure and function-Analysis of the UK Biobank cardiovascular magnetic resonance imaging substudy
nork: Thomson, RJ, et al.
Argitaratua: (2018)

Right ventricular shape and function: cardiovascular magnetic resonance reference morphology and biventricular risk factor morphometrics in UK Biobank
nork: Mauger, C, et al.
Argitaratua: (2019)

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
nork: Robinson, R, et al.
Argitaratua: (2019)

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
nork: Bai, W, et al.
Argitaratua: (2018)

Reference ranges for cardiac structure and function in cardiovascular magnetic resonance (CMR) imaging in Caucasians from the UK Biobank population cohort
nork: Petersen, S, et al.
Argitaratua: (2017)

Identification of thirty novel loci for cardiovascular magnetic resonance derived aortic distensibility in the UK Biobank
nork: Fung, K, et al.
Argitaratua: (2021)

Does self-reported pregnancy loss identify women at risk of an adverse cardiovascular phenotype in later life? Insights from UK biobank
nork: Elmahi, E, et al.
Argitaratua: (2019)

Automated localization and quality control of the aorta in cine CMR can significantly accelerate processing of the UK Biobank population data
nork: Biasiolli, L, et al.
Argitaratua: (2019)

Prospective association between handgrip strength and cardiac structure and function in UK adults
nork: Beyer, SE, et al.
Argitaratua: (2018)

Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation
nork: Attar, R, et al.
Argitaratua: (2019)

Independent left ventricular morphometric atlases show consistent relationships with cardiovascular risk factors: a UK biobank study
nork: Gilbert, K, et al.
Argitaratua: (2019)

Real-time prediction of segmentation quality
nork: Robinson, R, et al.
Argitaratua: (2018)

The impact of menopausal hormone therapy (MHT) on cardiac structure and function: Insights from the UK Biobank imaging enhancement study.
nork: Mihir M Sanghvi, et al.
Argitaratua: (2018-01-01)

Right ventricular shape and function: cardiovascular magnetic resonance reference morphology and biventricular risk factor morphometrics in UK Biobank
nork: Charlène Mauger, et al.
Argitaratua: (2019-07-01)

Does self-reported pregnancy loss identify women at risk of an adverse cardiovascular phenotype in later life? Insights from UK Biobank
nork: Elmahi, E, et al.
Argitaratua: (2019)

Changes in cardiac morphology and function in individuals with diabetes mellitus
nork: Jensen, MT, et al.
Argitaratua: (2019)

Subclinical Changes in Cardiac Functional Parameters as Determined by Cardiovascular Magnetic Resonance (CMR) Imaging in Sleep Apnea and Snoring: Findings from UK Biobank
nork: Adrian Curta, et al.
Argitaratua: (2021-05-01)

Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study
nork: Robert Robinson, et al.
Argitaratua: (2019-03-01)

UK Biobank's cardiovascular magnetic resonance protocol
nork: Petersen, SE, et al.
Argitaratua: (2016)

Quality control-driven image segmentation towards reliable automatic image analysis in large-scale cardiovascular magnetic resonance aortic cine imaging
nork: Hann, E, et al.
Argitaratua: (2019)

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
nork: Wenjia Bai, et al.
Argitaratua: (2018-09-01)

Association between recreational cannabis use and cardiac structure and function
nork: Khanji, MY, et al.
Argitaratua: (2019)

Cardiovascular magnetic resonance reference values of mitral and tricuspid annular dimensions: the UK Biobank cohort
nork: Fabrizio Ricci, et al.
Argitaratua: (2020-12-01)

Validation of cardiovascular magnetic resonance-derived equation for predicted left ventricular Mass Using the UK Biobank Imaging Cohort: tool for donor-recipient size matching
nork: Fung, K, et al.
Argitaratua: (2019)

Does self-reported pregnancy loss identify women at risk of an adverse cardiovascular phenotype in later life? Insights from UK Biobank.
nork: Einas Elmahi, et al.
Argitaratua: (2019-01-01)

Standardized image post-processing of cardiovascular magnetic resonance T1-mapping reduces variability and improves accuracy and consistency in myocardial tissue characterization
nork: Carapella, V, et al.
Argitaratua: (2019)

High throughput computation of reference ranges of biventricular cardiac function on the UK biobank population cohort
nork: Attar, R, et al.
Argitaratua: (2019)

The association between adverse childhood experiences and adult cardiac function in the UK Biobank
nork: Quiroz, JC, et al.
Argitaratua: (2024)

Multi-input and dataset-invariant adversarial learning (MDAL) for left and right-ventricular coverage estimation in cardiac MRI
nork: Zhang, L, et al.
Argitaratua: (2018)

3.2 First Genome-Wide Association Study of Cardiovascular Magnetic Resonance Derived Aortic Distensibility Reveals 7 Loci
nork: Kenneth Fung, et al.
Argitaratua: (2020-02-01)

Joint learning of motion estimation and segmentation for cardiac MR image sequences
nork: Qin, C, et al.
Argitaratua: (2018)

Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach
nork: Guo, F, et al.
Argitaratua: (2020)

Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank
nork: Irem Cetin, et al.
Argitaratua: (2020-11-01)

Pathological Cluster Identification by Unsupervised Analysis in 3,822 UK Biobank Cardiac MRIs
nork: Qiao Zheng, et al.
Argitaratua: (2020-11-01)

Associations of cognitive performance with cardiovascular magnetic resonance phenotypes in the UK Biobank
nork: Raisi-Estabragh, Z, et al.
Argitaratua: (2021)

Multi-organ imaging demonstrates the heart-brain-liver axis in UK Biobank participants
nork: McCracken, C, et al.
Argitaratua: (2022)

Fully automatic planning of the long-axis views of the heart
nork: Hayes Carmel, et al.
Argitaratua: (2013-01-01)