Pilot Validation of a Mimicking Algorithm For Detection of Sleep Spindles and K-complexes View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2013

AUTHORS

Abdul Jaleel , Reza Tafreshi , Beena Ahmed , Diane B. Boivin

ABSTRACT

This paper presents a novel approach towards automated scoring of sleep EEG. Aiming to closely mimic manual scoring, a sleep specialist’s approach to scoring is studied and mapped to equivalent logical steps using time- domain measures of the EEG. Unlike previous works, advanced signal processing tools are avoided as they result in derived measures which cannot be tuned easily at the user-end. Various modules have been developed to resemble the visual scoring methodology and then combined to produce an overall automated scoring algorithm. The algorithm was then tested on sample EEG data and its performance validated. More... »

PAGES

562-565

Book

TITLE

World Congress on Medical Physics and Biomedical Engineering May 26-31, 2012, Beijing, China

ISBN

978-3-642-29304-7
978-3-642-29305-4

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-642-29305-4_147

DOI

http://dx.doi.org/10.1007/978-3-642-29305-4_147

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1023251757


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