ReviewNature communications2020
The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions.
Review in Nature communications, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 487 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
487 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The Relationship Between Family History of Depression and Brain Structure and Function: A Systematic Review of Large Cohorts.Biological psychiatry · 2026Pooled it
- The neurophysiology of healthy and pathological aging: a comprehensive systematic review.Brain structure & function · 2025Pooled it
- Deep learning in 3D cardiac reconstruction: a systematic review of methodologies and dataset.Medical & biological engineering & computing · 2025Pooled it
- Prediction of Atrial Fibrillation Risk Through the Integration of Genetic Information and Artificial Intelligence-Based Electrocardiogram Data.Journal of arrhythmia · 2026Article
- Abdominal MRI-Derived Liver, Visceral Fat, and Pancreatic Phenotypes Improve Prediction of Incident Type 2 Diabetes.Diabetes/metabolism research and reviews · 2026Article
- Observational
- Review
- Article
- Birth Weight, Adult Fat Distribution, and Type 2 Diabetes Mellitus Risk: Sex-Specific Study in a Large Prospective Cohort.Diabetes & metabolism journal · 2026Article
- Cardiovascular disease and metabolic dysfunction-associated steatotic liver disease incidence in metabolically healthy and unhealthy normal weight obesity.International journal of obesity (2005) · 2026Article
- Classification of Alcohol Use Disorder With Explainable AI.Alcohol, clinical & experimental research · 2026Article
- Higher skeletal muscle mass is associated with higher blood pressure and left ventricular mass.Journal of hypertension · 2026Article
- Echo Chambers: Bias and Representation in Cardiac Imaging Datasets for Artificial Intelligence.Current cardiology reports · 2026Review
- Artificial Intelligence in Cardiovascular Ultrasound: Clinical Applications, Foundation Models, and the Path to Precision Cardiology.Journal of clinical medicine · 2026Review
- Detecting scoliosis at scale using automated Cobb angle analysis in the UK Biobank.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Article
- Artificial intelligence in lumbar radiography: bridging deep learning and clinical practice in low-resource environments.BMJ health & care informatics · 2026Review
- Incident chronic kidney disease risk and the predictive value of the uric acid-to-HDL ratio in lean and non-lean MASLD: a prospective cohort and multi-omics study.International urology and nephrology · 2026Article
- Association of Intramuscular Fat Infiltration With Incident Venous Thromboembolism: A Population-Based Cohort Study.Journal of cachexia, sarcopenia and muscle · 2026Article
- Deep learning prediction of left atrial structure and function from 12-lead electrocardiograms.Nature communications · 2026Article
- A longitudinal resource for mapping interindividual variation in the aging connectome.Scientific data · 2026Article
427 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
24 authors.
Funding
Abstract
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-modal imaging study, with the aim of re-inviting 100,000 participants to undergo brain, cardiac and abdominal magnetic resonance imaging, dual-energy X-ray absorptiometry and carotid ultrasound. The combination of large-scale multi-modal imaging with extensive phenotypic and genetic data offers an unprecedented resource for scientists to conduct health-related research. This article provides an in-depth overview of the imaging enhancement, including the data collected, how it is managed and processed, and future directions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.