Development of a rule-based automatic five-sleep-stage scoring method for rats

Development of a rule-based automatic five-sleep-stage scoring method for rats

Abstract Background Sleep problem or disturbance often exists in pain or neurological/psychiatric diseases. However, sleep scoring is a time-consuming tedious labor. Very few studies discuss the 5-stage (wake/NREM1/NREM2/transition sleep/REM) automatic fine analysis of wake–sleep stages in rodent mo...

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Bibliographic Details
Main Authors: Ting-Ying Wei, Chung-Ping Young, Yu-Ting Liu, Jia-Hao Xu, Sheng-Fu Liang, Fu-Zen Shaw, Chin-En Kuo
Format: Article
Language:English
Published: BMC 2019-09-01
Series:BioMedical Engineering OnLine
Subjects:
Rat
Automated sleep scoring
Five sleep stages
Rule-based
Decision tree
Online Access:http://link.springer.com/article/10.1186/s12938-019-0712-8

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http://link.springer.com/article/10.1186/s12938-019-0712-8

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