A harmonised sequence will be implemented on the 3T GE MR750 scanner located in Halifax with a 32-channel Nova Medical coil and be validated with two human volunteers scanned at both sites. Image quality will be assessed using MRIQC (poldracklab.github.io/mriqc/). Any biases in quantitative metrics between the two sites will be corrected using ComBat, an algorithm first described in genomics that derives a batch-specific transformation to express all data in a common space removing any batch effects using an empirical Bayes framework.45 (link) In this case, the ‘batches’ are the two centres. This approach has been validated in neuroimaging studies46 47 (link) and used in prior multicentre epilepsy neuroimaging studies as part of the ENIGMA Consortium.48 (link)
Multi-center Neuroimaging Harmonization Protocol
A harmonised sequence will be implemented on the 3T GE MR750 scanner located in Halifax with a 32-channel Nova Medical coil and be validated with two human volunteers scanned at both sites. Image quality will be assessed using MRIQC (poldracklab.github.io/mriqc/). Any biases in quantitative metrics between the two sites will be corrected using ComBat, an algorithm first described in genomics that derives a batch-specific transformation to express all data in a common space removing any batch effects using an empirical Bayes framework.45 (link) In this case, the ‘batches’ are the two centres. This approach has been validated in neuroimaging studies46 47 (link) and used in prior multicentre epilepsy neuroimaging studies as part of the ENIGMA Consortium.48 (link)
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Corresponding Organization :
Other organizations : Queen's University, Nova Scotia Health Authority, Dalhousie University
Variable analysis
- Scanner type (3T Siemens Magnetom Prisma Fit scanner, 3T GE MR750 scanner)
- Imaging site (Kingston, Halifax)
- Image quality (assessed using MRIQC)
- Imaging protocol (harmonized sequence from Human Connectome Project and recommendations from DSI Studio)
- Imaging coil (32-channel Nova Medical coil)
- Two human volunteers scanned at both sites
- Not explicitly mentioned
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