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.
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.
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).