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WAND: A multi-modal dataset integrating advanced MRI, MEG, and TMS for multi-scale brain analysis

Carolyn McNabb, Ian D. Driver, Vanessa Hyde, Garin Hughes, Hannah Chandler, Hannah J. Thomas, Christopher S. Allen, Eirini Messaritaki, Carl J. Hodgetts, Craig Hedge, Maria Engel, Sophie F. Standen, Emma L. Morgan, Elena Stylianopoulou, Svetla Manolova, Lucie Reed, Matthew Ploszajski, Mark Drakesmith, Michael Germuska, Alexander D. Shaw, Lars Mueller, Holly E. Rossiter, Christopher W. Davies‐Jenkins, Tom Lancaster, John Evans, David Owen, Gavin Perry, Sławomir Kuśmia, Emily Lambe, Adam Michael Partridge, A. Brinton Cooper, Peter Hobden, Hanzhang Lu, Kim S. Graham, Andrew D. Lawrence, Richard G. Wise, James Walters, Petroc Sumner, Krish D. Singh, Derek K. Jones

2025Scientific Data15 citationsDOIOpen Access PDF

Abstract

This paper introduces the Welsh Advanced Neuroimaging Database (WAND), a multi-scale, multi-modal imaging dataset comprising in vivo brain data from 170 healthy volunteers (aged 18-63 years), including 3 Tesla (3 T) magnetic resonance imaging (MRI) with ultra-strong (300 mT/m) magnetic field gradients, structural and functional MRI and nuclear magnetic resonance spectroscopy at 3 T and 7 T, magnetoencephalography (MEG), and transcranial magnetic stimulation (TMS), together with trait questionnaire and cognitive data. Data are organised using the Brain Imaging Data Structure (BIDS). In addition to raw data, we provide brain-extracted T1-weighted images, and quality reports for diffusion, T1- and T2-weighted structural data, and blood-oxygen level dependent functional tasks. Reasons for participant exclusion are also included. Data are available for download through our GIN repository, a data access management system designed to reduce storage requirements. Users can interact with and retrieve data as needed, without downloading the complete dataset. Given the depth of neuroimaging phenotyping, leveraging ultra-high-gradient, high-field MRI, MEG and TMS, this dataset will facilitate multi-scale and multi-modal investigations of the healthy human brain.

Topics & Concepts

NeuroimagingMagnetoencephalographyComputer scienceTranscranial magnetic stimulationMagnetic resonance imagingFunctional magnetic resonance imagingBlood oxygenationArtificial intelligenceMedicinePsychologyNeuroscienceRadiologyElectroencephalographyStimulationFunctional Brain Connectivity StudiesAdvanced MRI Techniques and ApplicationsAdvanced Neuroimaging Techniques and Applications
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