IEEE Journal of Translational Engineering in Health and Medicine
Articles, Published Articles
The Conceptual Design of a Novel Workstation for Seizure Prediction using Machine Learning with Potential eHealth Applications
Abstract
Recent attempts to predict refractory epileptic seizures using machine learning algorithms to process electroencephalograms (EEGs) have shown great promise. However, research in this area requires a specialized workstation. Commercial solutions are unsustainably expensive, can be unavailable in most countries, and...
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Posted on 22 MAY 2019
Featured Articles, TBME 60th Anniversary
A Review of Multitaper Spectral Analysis
Behtash Babadi, Emery N. Brown, University of Maryland, Massachusetts Institute of Technology
Volume 61, Issue 5, Page: 1555-1564
Non-parametric spectral estimation is widely used in applications ranging from radar and seismic data analysis to electroencephalography (EEG) and speech processing. The objective of non-parametric spectral...
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Posted on 13 APR 2014