Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants

Hon Wah Yeung; Saturnino Luz; Simon Cox; Colin Buchanan; Heather Whalley; Keith Smith

doi:https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants

Hon Wah Yeung, Saturnino Luz, Simon Cox, Colin Buchanan, Heather Whalley, Keith Smith

Research output: Contribution to conference › Paper › peer-review

Original language	English
DOIs	https://doi.org/https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596
Publication status	Published - 20 Jul 2020
Event	42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society : EMBC'20 - Palais des congrès de Montréal, Montréal, Québec, Canada Duration: 20 Jul 2020 → 24 Jul 2020

Conference

Conference	42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Period	20/07/20 → 24/07/20

Access to Document

https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

Comparing_Performance_of_ImageCNN_and_BrainNetCNN_on_structural_connectome (4)
This is the author's peer-reviewed manuscript as accepted for publication.
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Cite this

Yeung, H. W., Luz, S., Cox, S., Buchanan, C., Whalley, H., & Smith, K. (2020). Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants. Paper presented at 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society . https://doi.org/https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

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Yeung, HW, Luz, S , Cox, S , Buchanan, C , Whalley, H & Smith, K 2020, 'Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants', Paper presented at 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society , 20/07/20 - 24/07/20. https://doi.org/https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

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AU - Yeung, Hon Wah

AU - Luz, Saturnino

AU - Cox, Simon

AU - Buchanan, Colin

AU - Whalley, Heather

AU - Smith, Keith

PY - 2020/7/20

Y1 - 2020/7/20

U2 - https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

DO - https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596

M3 - Paper

T2 - 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Y2 - 20 July 2020 through 24 July 2020

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Yeung HW, Luz S , Cox S , Buchanan C , Whalley H, Smith K. Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3,152 participants. 2020. Paper presented at 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society . doi: https://doi-org.ezproxy.is.ed.ac.uk/10.1109/EMBC44109.2020.9175596