We
describe the steps involved in analysis of multi-modal, multi-subject
human neuroimaging data using the SPM12 free and open source software
(https://www.fil.ion.ucl.ac.uk/spm/)
and a publically-available dataset organised according to the Brain
Imaging Data Structure (BIDS) format
(https://openneuro.org/datasets/ds000117/).
The dataset contains electroencephalographic (EEG),
magnetoencephalographic (MEG), and functional and structural magnetic
resonance imaging (MRI) data from 16 subjects who undertook multiple
runs of a simple task performed on a large number of famous,
unfamiliar and scrambled faces. We demonstrate: 1) batching and
scripting of preprocessing of multiple runs/subjects of combined MEG
and EEG data, 2) creation of trial-averaged evoked responses, 3)
source-reconstruction of the power (induced and evoked) across trials
within a time-frequency window around the “N/M170” evoked
component, using structural MRI for forward modelling and
simultaneous inversion (fusion) of MEG and EEG data, 4) group-based
optimisation of spatial priors during M/EEG source reconstruction
using fMRI data on the same paradigm, and 5) statistical mapping
across subjects of cortical source power increases for faces versus
scrambled faces.
CITE THIS COLLECTION
DataCiteDataCite
3 Biotech3 Biotech
3D Printing in Medicine3D Printing in Medicine
3D Research3D Research
3D-Printed Materials and Systems3D-Printed Materials and Systems
4OR4OR
AAPG BulletinAAPG Bulletin
AAPS OpenAAPS Open
AAPS PharmSciTechAAPS PharmSciTech
Abhandlungen aus dem Mathematischen Seminar der Universität HamburgAbhandlungen aus dem Mathematischen Seminar der Universität Hamburg
ABI Technik (German)ABI Technik (German)
Academic MedicineAcademic Medicine
Academic PediatricsAcademic Pediatrics
Academic PsychiatryAcademic Psychiatry
Academic QuestionsAcademic Questions
Academy of Management DiscoveriesAcademy of Management Discoveries
Academy of Management JournalAcademy of Management Journal
Academy of Management Learning and EducationAcademy of Management Learning and Education
Academy of Management PerspectivesAcademy of Management Perspectives
Academy of Management ProceedingsAcademy of Management Proceedings
Academy of Management ReviewAcademy of Management Review
Henson, Richard N; Abdulraham, Hunar; Flandin, Guillaume; Litvak, Vladimir (2019). Multimodal integration of M/EEG and f/MRI data in SPM12. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.4367120.v1