The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions
TJ Littlejohns, J Holliday, LM Gibson, S Garratt… - Nature …, 2020 - nature.com
UK Biobank is a population-based cohort of half a million participants aged 40–69 years
recruited between 2006 and 2010. In 2014, UK Biobank started the world's largest multi …
recruited between 2006 and 2010. In 2014, UK Biobank started the world's largest multi …
Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review
Data science is likely to lead to major changes in cardiovascular imaging. Problems with
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …
timing, efficiency, and missed diagnoses occur at all stages of the imaging chain. The …
[HTML][HTML] The UK Biobank resource with deep phenotyping and genomic data
C Bycroft, C Freeman, D Petkova, G Band, LT Elliott… - Nature, 2018 - nature.com
The UK Biobank project is a prospective cohort study with deep genetic and phenotypic data
collected on approximately 500,000 individuals from across the United Kingdom, aged …
collected on approximately 500,000 individuals from across the United Kingdom, aged …
Self-supervision with superpixels: Training few-shot medical image segmentation without annotation
Few-shot semantic segmentation (FSS) has great potential for medical imaging applications.
Most of the existing FSS techniques require abundant annotated semantic classes for …
Most of the existing FSS techniques require abundant annotated semantic classes for …
Multimodal population brain imaging in the UK Biobank prospective epidemiological study
Medical imaging has enormous potential for early disease prediction, but is impeded by the
difficulty and expense of acquiring data sets before symptom onset. UK Biobank aims to …
difficulty and expense of acquiring data sets before symptom onset. UK Biobank aims to …
Building better biomarkers: brain models in translational neuroimaging
Despite its great promise, neuroimaging has yet to substantially impact clinical practice and
public health. However, a developing synergy between emerging analysis techniques and …
public health. However, a developing synergy between emerging analysis techniques and …
[HTML][HTML] Reference ranges for cardiac structure and function using cardiovascular magnetic resonance (CMR) in Caucasians from the UK Biobank population cohort
Background Cardiovascular magnetic resonance (CMR) is the gold standard method for the
assessment of cardiac structure and function. Reference ranges permit differentiation …
assessment of cardiac structure and function. Reference ranges permit differentiation …
Analysis of cardiac magnetic resonance imaging in 36,000 individuals yields genetic insights into dilated cardiomyopathy
Dilated cardiomyopathy (DCM) is an important cause of heart failure and the leading
indication for heart transplantation. Many rare genetic variants have been associated with …
indication for heart transplantation. Many rare genetic variants have been associated with …
[HTML][HTML] UK Biobank's cardiovascular magnetic resonance protocol
SE Petersen, PM Matthews, JM Francis… - Journal of …, 2016 - Elsevier
Background UK Biobank's ambitious aim is to perform cardiovascular magnetic resonance
(CMR) in 100,000 people previously recruited into this prospective cohort study of half a …
(CMR) in 100,000 people previously recruited into this prospective cohort study of half a …
Obesity and cancer: an update of the global impact
M Arnold, M Leitzmann, H Freisling, F Bray… - Cancer …, 2016 - Elsevier
In view of the growing global obesity epidemic, this paper reviews the relation between
recent trends in body mass index (BMI) and the changing profile of cancer worldwide. By …
recent trends in body mass index (BMI) and the changing profile of cancer worldwide. By …