Image processing and Quality Control for the first 10,000 brain imaging datasets from UK Biobank
University of Oxford · Wellcome Centre for Integrative Neuroimaging · +9 more institutions
Abstract
UK Biobank is a large-scale prospective epidemiological study with all data accessible to researchers worldwide. It is currently in the process of bringing back 100,000 of the original participants for brain, heart and body MRI, carotid ultrasound and low-dose bone/fat x-ray. The brain imaging component covers 6 modalities (T1, T2 FLAIR, susceptibility weighted MRI, Resting fMRI, Task fMRI and Diffusion MRI). Raw and processed data from the first 10,000 imaged subjects has recently been released for general research access. To help convert this data into useful summary information we have developed an automated processing and QC (Quality Control) pipeline that is available for use by other researchers. In this…
Citation impact
- FWCI
- 63.81
- Percentile
- 100%
- References
- 110
Authors
21- FAFidel Alfaro‐AlmagroCorresponding
University of Oxford, Wellcome Centre for Integrative Neuroimaging
- MJMark Jenkinson
University of Oxford, Wellcome Centre for Integrative Neuroimaging
- NKNeal K. Bangerter
Brigham Young University
- JAJesper Andersson
Wellcome Centre for Integrative Neuroimaging, University of Oxford
- LGLudovica Griffanti
University of Oxford, Wellcome Centre for Integrative Neuroimaging
Topics & keywords
- Biobank
- Neuroimaging
- Computer science
- Protocol (science)
- Raw data
- Pipeline (software)
- Medicine
- Artificial intelligence
- Good health and well-being
Funding
- WWellcomeAward: 203139/Z/16/Z
- WTWellcome TrustAwards: 203139/Z/16/Z, MR/K006673/1, 098369/Z/12/Z, 203139/ Z/16/Z, 203139
- NINational Institute for Health and Care ResearchAward: MR/K006673/1
- PUParkinson's UK
- ICImperial College London
- ICImperial College Healthcare NHS Trust
- EJEdmond J. Safra Philanthropic Foundation
- UDUK Dementia Research Institute
- MRMedical Research CouncilAwards: MR/K02213X/1, MR/K006673/1, MR/L009013/1, 098369/Z/12/Z, MR/M024903/1, MR/K006673/1, MC_PC_17114
- EAEngineering and Physical Sciences Research CouncilAwards: D4TD4D12/HM12.01, EP/N014529/1, EP/J005444/1, EP/M020533/1, EP/L023067/1, EP/I027084/1, EP/M029778/1, EP/G007748/1, EP/N018702/1, EP/M00855X/1, EP/L022680/1
- NONIHR Oxford Biomedical Research CentreAward: 098369/Z/12/Z