| Pub ID | Title | Author(s) | Year | Journal |
|---|
| 2159 | 3-D Consistent and Robust Segmentation of Cardiac Images by Deep Learning With Spatial Propagation | Qiao Zheng (+3) | 2018 | IEEE Transactions on Medical Imaging |
| 8866 | A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function | Akshay Jaggi (+9) | 2024 | Imaging Neuroscience |
| 3996 | Adverse cardiovascular magnetic resonance phenotypes are associated with greater likelihood of incident coronavirus disease 2019: findings from the UK Biobank | Zahra Raisi-Estabragh (+13) | 2021 | Aging Clinical and Experimental Research |
| 4010 | Age, sex and disease-specific associations between resting heart rate and cardiovascular mortality in the UK BIOBANK | Zahra Raisi-Estabragh (+7) | 2020 | PLOS ONE |
| 4126 | Association Between Ambient Air Pollution and Cardiac Morpho-Functional Phenotypes | Nay Aung (+15) | 2018 | Circulation |
| 2844 | Association Between Recreational Cannabis Use and Cardiac Structure and Function | Mohammed Y Khanji (+15) | 2019 | JACC Cardiovascular Imaging |
| 9604 | Association between subclinical atherosclerosis and cardiac structure and function - results from the UK Biobank Study | Judit Simon (+13) | 2023 | European Heart Journal - Imaging Methods and Practice |
| 9662 | Association of Longer Leukocyte Telomere Length With Cardiac Size, Function, and Heart Failure | Nay Aung (+17) | 2023 | JAMA Cardiology |
| 4300 | Associations of Meat and Fish Consumption With Conventional and Radiomics Cardiovascular Magnetic Resonance Phenotypes in the UK Biobank | Zahra Raisi-Estabragh (+13) | 2021 | Frontiers in Cardiovascular Medicine |
| 4285 | Associations of cognitive performance with cardiovascular magnetic resonance phenotypes in the UK Biobank | Zahra Raisi-Estabragh (+13) | 2021 | European Heart Journal - Cardiovascular Imaging |
| 10671 | Atrial fibrillation prediction by combining ECG markers and CMR radiomics | Esmeralda Ruiz Pujadas (+10) | 2022 | Scientific Reports |
| 1972 | Automated localization and quality control of the aorta in cine CMR can significantly accelerate processing of the UK Biobank population data | Luca Biasiolli (+18) | 2019 | PLOS ONE |
| 4330 | Automated quality control in image segmentation: application to the UK Biobank cardiovascular magnetic resonance imaging study | Robert Robinson (+21) | 2019 | Journal of Cardiovascular Magnetic Resonance |
| 4334 | Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging With Fisher-Discriminative 3-D CNN | Le Zhang (+7) | 2018 | IEEE Transactions on Biomedical Engineering |
| 15144 | Automatic bi-atrial segmentation and biomarker extraction from late gadolinium-enhanced MRI using deep learning | Fan Feng (+8) | 2025 | Expert Systems with Applications |
| 12670 | Brain age estimation at tract group level and its association with daily life measures, cardiac risk factors and genetic variants | Ahmed Salih (+9) | 2021 | Scientific Reports |
| 10879 | Cardiac Magnetic Resonance Radiomics Reveal Differential Impact of Sex, Age, and Vascular Risk Factors on Cardiac Structure and Myocardial Tissue | Zahra Raisi-Estabragh (+9) | 2021 | Frontiers in Cardiovascular Medicine |
| 7560 | Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks | Víctor M. Campello (+8) | 2022 | Frontiers in Cardiovascular Medicine |
| 10048 | Cardiovascular Magnetic Resonance Reference Ranges From the Healthy Hearts Consortium | Zahra Raisi-Estabragh (+19) | 2024 | JACC Cardiovascular Imaging |
| 10617 | Cardiovascular disease and mortality sequelae of COVID-19 in the UK Biobank | Zahra Raisi-Estabragh (+7) | 2022 | Heart |
| 4422 | Cardiovascular magnetic resonance reference values of mitral and tricuspid annular dimensions: the UK Biobank cohort | Fabrizio Ricci (+13) | 2020 | Journal of Cardiovascular Magnetic Resonance |
| 4451 | Causal Inference for Genetic Obesity, Cardiometabolic Profile and COVID-19 Susceptibility: A Mendelian Randomization Study | Nay Aung (+3) | 2020 | Frontiers in Genetics |
| 4466 | Changes in Cardiac Morphology and Function in Individuals With Diabetes Mellitus | Magnus T. Jensen (+17) | 2019 | Circulation Cardiovascular Imaging |
| 10506 | Characterizing the hypertensive cardiovascular phenotype in the UK Biobank | Hussein Elghazaly (+11) | 2023 | European Heart Journal - Cardiovascular Imaging |
| 15801 | Diagnostic and prognostic value of ECG-predicted hypertension-mediated left ventricular hypertrophy using machine learning | Hafiz Naderi (+12) | 2025 | Journal of Hypertension |
| 10377 | Estimation of biological heart age using cardiovascular magnetic resonance radiomics | Zahra Raisi-Estabragh (+9) | 2022 | Scientific Reports |
| 12118 | Evaluation of deep learning estimation of whole heart anatomy from automated cardiovascular magnetic resonance short- and long-axis analyses in UK Biobank | Marica Muffoletto (+10) | 2024 | European Heart Journal - Cardiovascular Imaging |
| 13901 | Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation | Esther Puyol-Antón (+8) | 2022 | Frontiers in Cardiovascular Medicine |
| 1890 | Fully Automated Myocardial Strain Estimation from Cardiovascular MRI-tagged Images Using a Deep Learning Framework in the UK Biobank | Edward Ferdian (+11) | 2020 | Radiology Cardiothoracic Imaging |
| 1884 | Fully-automated left ventricular mass and volume MRI analysis in the UK Biobank population cohort: evaluation of initial results | Avan Suinesiaputra (+17) | 2017 | The International Journal of Cardiovascular Imaging |
| 14609 | Genetic basis of right and left ventricular heart shape | Richard Burns (+11) | 2024 | Nature Communications |
| 5000 | Genome-Wide Analysis of Left Ventricular Image-Derived Phenotypes Identifies Fourteen Loci Associated with Cardiac Morphogenesis and Heart Failure Development | Nay Aung (+16) | 2019 | Circulation |
| 10931 | Genome-Wide Analysis of Left Ventricular Maximum Wall Thickness in the UK Biobank Cohort Reveals a Shared Genetic Background With Hypertrophic Cardiomyopathy | Nay Aung (+12) | 2023 | Circulation Genomic and Precision Medicine |
| 9310 | Genome-Wide Association Study of Pericardial Fat Area in 28 161 UK Biobank Participants | Ahmed Salih (+8) | 2023 | Journal of the American Heart Association |
| 12343 | Genome-wide association analysis reveals insights into the genetic architecture of right ventricular structure and function | Nay Aung (+14) | 2022 | Nature Genetics |
| 2856 | Genome-wide association study identifies loci for arterial stiffness index in 127,121 UK Biobank participants | Kenneth Fung (+7) | 2019 | Scientific Reports |
| 12036 | Global longitudinal active strain energy density (GLASED): a powerful prognostic marker in a community-based cohort | Nay Aung (+4) | 2024 | European Heart Journal - Cardiovascular Imaging |
| 5095 | Greater risk of severe COVID-19 in Black, Asian and Minority Ethnic populations is not explained by cardiometabolic, socioeconomic or behavioural factors, or by 25(OH)-vitamin D status: study of 1326 cases from the UK Biobank | Zahra Raisi-Estabragh (+8) | 2020 | Journal of Public Health |
| 11210 | Image-Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers | Ahmed M. Salih (+9) | 2023 | Journal of Magnetic Resonance Imaging |
| 11185 | Impact of Sleep Duration and Chronotype on Cardiac Structure and Function: The UK Biobank Study | Mohammed Y Khanji (+7) | 2023 | Current Problems in Cardiology |
| 12534 | Improving robustness of automatic cardiac function quantification from cine magnetic resonance imaging using synthetic image data | Bogdan A. Gheorghiță (+12) | 2022 | Scientific Reports |
| 5216 | Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images | Chen Chen (+16) | 2020 | Frontiers in Cardiovascular Medicine |
| 12235 | Incident Clinical and Mortality Associations of Myocardial Native T1 in the UK Biobank | Zahra Raisi-Estabragh (+9) | 2022 | JACC Cardiovascular Imaging |
| 11354 | Incident cardiovascular events and imaging phenotypes in UK Biobank participants with past cancer | Zahra Raisi-Estabragh (+10) | 2023 | Heart |
| 3562 | Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study | Kathleen Gilbert (+12) | 2019 | Scientific Reports |
| 11330 | Ischemic Heart Disease and Vascular Risk Factors Are Associated With Accelerated Brain Aging | Elisa Rauseo (+11) | 2023 | JACC Cardiovascular Imaging |
| 7232 | Left atrial structure and function are associated with cardiovascular outcomes independent of left ventricular measures: a UK Biobank CMR study | Zahra Raisi-Estabragh (+9) | 2021 | European Heart Journal - Cardiovascular Imaging |
| 16351 | Left ventricular wall thickness heterogeneity improves cardiovascular disease diagnosis and prognosis: a UK Biobank cardiovascular magnetic resonance cohort study | Kerrick Hesse (+4) | 2025 | European Heart Journal - Imaging Methods and Practice |
| 13849 | Light to moderate coffee consumption is associated with lower risk of death: a UK Biobank study | Judit Simon (+12) | 2022 | European Journal of Preventive Cardiology |
| 10696 | Lower birth weight is linked to poorer cardiovascular health in middle-aged population-based adults | Zahra Raisi-Estabragh (+8) | 2022 | Heart |
| 10605 | Mitral Annular Disjunction Assessed Using CMR Imaging Insights From the UK Biobank Population Study | Dasa Zugwitz (+11) | 2022 | JACC Cardiovascular Imaging |
| 15328 | Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI | Nicolás Gaggion (+8) | 2025 | Medical Image Analysis |
| 12933 | Myocardial Strain Measured by Cardiac Magnetic Resonance Predicts Cardiovascular Morbidity and Death | Sucharitha Chadalavada (+12) | 2024 | Journal of the American College of Cardiology |
| 11626 | Neuroticism personality traits are linked to adverse cardiovascular phenotypes in the UK Biobank | Adil Mahmood (+13) | 2023 | European Heart Journal - Cardiovascular Imaging |
| 5516 | Pathological Cluster Identification by Unsupervised Analysis in 3,822 UK Biobank Cardiac MRIs | Qiao Zheng (+4) | 2020 | Frontiers in Cardiovascular Medicine |
| 7582 | Pericardial adiposity is independently linked to adverse cardiovascular phenotypes: a CMR study of 42 598 UK Biobank participants | Maddalena Ardissino (+7) | 2022 | European Heart Journal - Cardiovascular Imaging |
| 9585 | Phenotyping left ventricular systolic dysfunction in asymptomatic individuals for improved risk stratification | Elisa Rauseo (+7) | 2023 | European Heart Journal - Cardiovascular Imaging |
| 3629 | Physical activity and left ventricular trabeculation in the UK Biobank community-based cohort study | Simon P Woodbridge (+6) | 2019 | Heart |
| 5581 | Poor Bone Quality is Associated With Greater Arterial Stiffness: Insights From the UK Biobank | Zahra Raisi-Estabragh (+20) | 2020 | Journal of Bone and Mineral Research |
| 11528 | Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning | Hafiz Naderi (+9) | 2023 | European Heart Journal - Digital Health |
| 10812 | Prediction of incident cardiovascular events using machine learning and CMR radiomics | Esmeralda Ruiz Pujadas (+14) | 2022 | European Radiology |
| 5606 | Prevalence of Hypertrophic Cardiomyopathy in the UK Biobank Population | Luis R. Lopes (+5) | 2021 | JAMA Cardiology |
| 9360 | Prognostic Significance of Different Ventricular Ectopic Burdens During Submaximal Exercise in Asymptomatic UK Biobank Subjects | Stefan van Duijvenboden (+8) | 2023 | Circulation |
| 14480 | Prognostic impact of albuminuria in early-stage chronic kidney disease on cardiovascular outcomes: a cohort study | Khadija Yaqoob (+8) | 2025 | Heart |
| 13732 | Prospective association between handgrip strength and cardiac structure and function in UK adults | Sebastian E. Beyer (+14) | 2018 | PLOS ONE |
| 13190 | Quality control of cardiac magnetic resonance imaging segmentation, feature tracking, aortic flow, and native T1 analysis using automated batch processing in the UK Biobank study | Sucharitha Chadalavada (+17) | 2024 | European Heart Journal - Imaging Methods and Practice |
| 3127 | Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation | Rahman Attar (+15) | 2019 | Medical Image Analysis |
| 5635 | Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank | Irem Cetin (+8) | 2020 | Frontiers in Cardiovascular Medicine |
| 8281 | Radiomics of pericardial fat: a new frontier in heart failure discrimination and prediction | Liliana Szabo (+13) | 2023 | European Radiology |
| 9239 | Recovering from missing data in population imaging - Cardiac MR image imputation via conditional generative adversarial nets | Yan Xia (+7) | 2020 | Medical Image Analysis |
| 1364 | Reference ranges for cardiac structure and function using cardiovascular magnetic resonance (CMR) in Caucasians from the UK Biobank population cohort | Steffen E. Petersen (+14) | 2016 | Journal of Cardiovascular Magnetic Resonance |
| 15096 | Relationships between heart shape, function, and disease in 38,858 UK biobank participants | Richard Burns (+8) | 2025 | Journal of Cardiovascular Magnetic Resonance |
| 9153 | Renin-Angiotensin-Aldosterone System Blockers Are Not Associated With Coronavirus Disease 2019 (COVID-19) Hospitalization: Study of 1,439 UK Biobank Cases | Zahra Raisi-Estabragh (+7) | 2020 | Frontiers in Cardiovascular Medicine |
| 2843 | Right ventricular shape and function: cardiovascular magnetic resonance reference morphology and biventricular risk factor morphometrics in UK Biobank | Charlène Mauger (+11) | 2019 | Journal of Cardiovascular Magnetic Resonance |
| 12996 | Risk factors for raised left ventricular filling pressure by cardiovascular magnetic resonance: Prognostic insights | Ross J. Thomson (+8) | 2024 | ESC Heart Failure |
| 12957 | Sex and population differences in the cardiometabolic continuum: a machine learning study using the UK Biobank and ELSA-Brasil cohorts | Daniela Polessa Paula (+7) | 2024 | BMC Public Health |
| 11474 | Sex-based differences in risk factors for incident myocardial infarction and stroke in the UK Biobank | Elizabeth Remfry (+9) | 2023 | European Heart Journal - Quality of Care and Clinical Outcomes |
| 5728 | Sex-specific associations between alcohol consumption, cardiac morphology, and function as assessed by magnetic resonance imaging: insights form the UK Biobank Population Study | Judit Simon (+15) | 2020 | European Heart Journal - Cardiovascular Imaging |
| 5783 | Subclinical Changes in Cardiac Functional Parameters as Determined by Cardiovascular Magnetic Resonance (CMR) Imaging in Sleep Apnea and Snoring: Findings from UK Biobank | Adrian Curta (+14) | 2021 | Medicina |
| 12940 | The Association Between Periodontal Disease and Cardiovascular Disease Insights From Imaging, Observational, and Genetic Data | Mihir M. Sanghvi (+6) | 2024 | JACC Advances |
| 5836 | The Effect of Blood Lipids on the Left Ventricle A Mendelian Randomization Study | Nay Aung (+5) | 2020 | Journal of the American College of Cardiology |
| 13964 | The association between adverse childhood experiences and adult cardiac function in the UK Biobank | Juan C Quiroz (+13) | 2024 | European Heart Journal - Imaging Methods and Practice |
| 2542 | The impact of cardiovascular risk factors on cardiac structure and function: Insights from the UK Biobank imaging enhancement study | Steffen E. Petersen (+12) | 2017 | PLOS ONE |
| 2365 | The impact of menopausal hormone therapy (MHT) on cardiac structure and function: Insights from the UK Biobank imaging enhancement study | Mihir M. Sanghvi (+14) | 2018 | PLOS ONE |
| 7979 | The role of obesity-related cardiovascular remodelling in mediating incident cardiovascular outcomes: a population-based observational study | Liliana Szabo (+9) | 2023 | European Heart Journal - Cardiovascular Imaging |
| 5976 | Validation of Cardiovascular Magnetic Resonance-Derived Equation for Predicted Left Ventricular Mass Using the UK Biobank Imaging Cohort | Kenneth Fung (+8) | 2019 | Circulation Heart Failure |
| 7736 | Variation in lung function and alterations in cardiac structure and function - Analysis of the UK Biobank cardiovascular magnetic resonance imaging substudy | Ross J. Thomson (+16) | 2018 | PLOS ONE |
| 12781 | Ventricular volume asymmetry as a novel imaging biomarker for disease discrimination and outcome prediction | Celeste McCracken (+8) | 2024 | European Heart Journal Open |
| 6015 | Women With Diabetes Are at Increased Relative Risk of Heart Failure Compared to Men: Insights From UK Biobank | Sucharitha Chadalavada (+6) | 2021 | Frontiers in Cardiovascular Medicine |
