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FCNet: A Convolutional Neural Network for …
FCNet: A Convolutional Neural Network forCalculating functional connectivity fromfunctional MRIAtif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, EduardoAlonso, Danai Dima, Philip Corr and Greg SlabaughCity, University of London, of functional brain connectivity patterns us-ing functional MRI has received significant interest in the neuroimag-ing domain. Brain functional connectivity alterations have widely beenexploited for diagnosis and prediction of various brain disorders. Overthe last several years, the research community has made tremendousadvancements in constructing brain functional connectivity from time-series functional MRI signals using computational methods. However,even modern machine learning techniques rely on conventional correla-tion and distance measures as a basic step towards the calculation of thefunctional connectivity .
FCNet: A Convolutional Neural Network for Calculating Functional Connectivity from functional MRI Atif Riaz, Muhammad Asad, S. M. Masudur Rahman Al-Arif, Eduardo
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