2 code implementations • 3 Dec 2016 • Alex Fedorov, Jeremy Johnson, Eswar Damaraju, Alexei Ozerin, Vince Calhoun, Sergey Plis
Segmenting a structural magnetic resonance imaging (MRI) scan is an important pre-processing step for analytic procedures and subsequent inferences about longitudinal tissue changes.
1 code implementation • 1 Nov 2017 • Alex Fedorov, Eswar Damaraju, Vince Calhoun, Sergey Plis
Complexity of the task increases even further when segmenting structural MRI of the brain into an atlas with more than 50 regions.
no code implementations • 3 Nov 2016 • R. Devon Hjelm, Eswar Damaraju, Kyunghyun Cho, Helmut Laufs, Sergey M. Plis, Vince Calhoun
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 (fMRI).