1.7k citations · 3.4k across the 31 of their papers we have counts for
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cs.NE2016★ 1 cited
Spatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks
R Devon Hjelm, Eswar Damaraju, Kyunghyun Cho +3
We introduce a novel recurrent neural network (RNN) approach to account for temporal dynamics and dependencies in brain networks observed via functional magnetic resonance imaging…
cs.LG2016★ 7 cited
Variational Autoencoders for Feature Detection of Magnetic Resonance Imaging Data
R. Devon Hjelm, Sergey M. Plis, Vince C. Calhoun
Independent component analysis (ICA), as an approach to the blind source-separation (BSS) problem, has become the de-facto standard in many medical imaging settings. Despite succes…