74 citations · 119 across the 5 of their papers we have counts for
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q-bio.QM2020
Single-participant structural connectivity matrices lead to greater accuracy in classification of participants than function in autism in MRI
Matthew Leming, Simon Baron-Cohen, John Suckling
In this work, we introduce a technique of deriving symmetric connectivity matrices from regional histograms of grey-matter volume estimated from T1-weighted MRIs. We then validated…
q-bio.QM2020★ 74 cited
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks
Matthew Leming, Juan Manuel Górriz, John Suckling
Deep learning models for MRI classification face two recurring problems: they are typically limited by low sample size, and are abstracted by their own complexity (the "black box p…