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 …
The promise of AI in detection, diagnosis, and epidemiology for combating COVID-19: beyond the hype
M Abdulkareem, SE Petersen - Frontiers in Artificial Intelligence, 2021 - frontiersin.org
COVID-19 has created enormous suffering, affecting lives, and causing deaths. The ease
with which this type of coronavirus can spread has exposed weaknesses of many healthcare …
with which this type of coronavirus can spread has exposed weaknesses of many healthcare …
Fully automated, quality-controlled cardiac analysis from CMR: validation and large-scale application to characterize cardiac function
Objectives This study sought to develop a fully automated framework for cardiac function
analysis from cardiac magnetic resonance (CMR), including comprehensive quality control …
analysis from cardiac magnetic resonance (CMR), including comprehensive quality control …
Benign and malignant classification of mammogram images based on deep learning
H Li, S Zhuang, D Li, J Zhao, Y Ma - Biomedical Signal Processing and …, 2019 - Elsevier
Breast cancer is one of the most common malignant tumors in women, which seriously affect
women's physical and mental health and even threat to life. At present, mammography is an …
women's physical and mental health and even threat to life. At present, mammography is an …
Predicting myocardial infarction through retinal scans and minimal personal information
In ophthalmologic practice, retinal images are routinely obtained to diagnose and monitor
primary eye diseases and systemic conditions affecting the eye, such as diabetic …
primary eye diseases and systemic conditions affecting the eye, such as diabetic …
Artificial intelligence in cardiovascular imaging: state of the art and implications for the imaging cardiologist
Healthcare, conceivably more than any other area of human endeavour, has the greatest
potential to be affected by artificial intelligence (AI). This potential has been shown by …
potential to be affected by artificial intelligence (AI). This potential has been shown by …
Frequency, penetrance, and variable expressivity of dilated cardiomyopathy–associated putative pathogenic gene variants in UK Biobank participants
Background: There is a paucity of data regarding the phenotype of dilated cardiomyopathy
(DCM) gene variants in the general population. We aimed to determine the frequency and …
(DCM) gene variants in the general population. We aimed to determine the frequency and …
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images
Cardiac MRI has been widely used for noninvasive assessment of cardiac anatomy and
function as well as heart diagnosis. The estimation of physiological heart parameters for …
function as well as heart diagnosis. The estimation of physiological heart parameters for …
Cardiovascular magnetic resonance: applications and practical considerations for the general cardiologist
Cardiovascular magnetic resonance (CMR) is a rapidly evolving non-invasive imaging
modality offering comprehensive, multiparametric assessment of cardiac structure and …
modality offering comprehensive, multiparametric assessment of cardiac structure and …
Cardiovascular magnetic resonance imaging in the UK Biobank: a major international health research resource
Z Raisi-Estabragh, NC Harvey… - European Heart …, 2021 - academic.oup.com
Abstract The UK Biobank (UKB) is a health research resource of major international
importance, incorporating comprehensive characterization of> 500 000 men and women …
importance, incorporating comprehensive characterization of> 500 000 men and women …