IEEE Journal of Translational Engineering in Health and Medicine

Articles, Published Articles
Locally Linear Embedding and fMRI feature selection in psychiatric classification
Background: Functional magnetic resonance imaging (fMRI) provides non-invasive measures of neuronal activity using an endogenous Blood Oxygenation-Level Dependent (BOLD) contrast. This article introduces a nonlinear dimensionality reduction (Locally Linear Embedding) to extract informative measures of the underlying neuronal activity from... Read more
Featured Articles
Quantifying Nonlinear Contributions to Cortical Responses Evoked by Continuous Wrist Manipulation
Cortical responses to continuous stimuli as recorded using either magneto- or electroencephalography (EEG) have shown power at harmonics of the stimulated frequency, indicating nonlinear behavior. Even though the selection of analysis techniques depends on the linearity of the system under... Read more