Ontology type: schema:Chapter
2013
AUTHORSAbdul Jaleel , Reza Tafreshi , Beena Ahmed , Diane B. Boivin
ABSTRACTThis 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... »
PAGES562-565
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
http://scigraph.springernature.com/pub.10.1007/978-3-642-29305-4_147
DOIhttp://dx.doi.org/10.1007/978-3-642-29305-4_147
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