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Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles

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dc.contributor.authors Bozkurt, F; Bozkurt, MR; Ucar, MK; Bilgin, C; Koklukaya, E;
dc.date.accessioned 2020-02-27T07:00:33Z
dc.date.available 2020-02-27T07:00:33Z
dc.date.issued 2016
dc.identifier.citation Bozkurt, F; Bozkurt, MR; Ucar, MK; Bilgin, C; Koklukaya, E; (2016). Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles. 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU), , 920-917
dc.identifier.uri https://hdl.handle.net/20.500.12619/64786
dc.description.abstract Due to the intolerable diagnosis procedures of Obstructive sleep apnea syndrome, there are studies conducted for a more tolerable procedure that would comfort the patients. In our study, we used photoplethysmography signal, which is a signal that is easily detected from the patient's body to determine whether the patient is in a sleep stage or a non-sleep stage. We demonstrated the patient's sleep stage and non-sleep stage with a decision tree application. The resulting high success rates proved that photoplethysmography signals can be clinically used for sleep staging and decision tree applications are a reliable tool to detect sleep stages.
dc.language Turkish
dc.publisher IEEE
dc.subject Engineering
dc.title Utilizing Photophlethysmography Signal Features and Implementing a Decision Tree to Determine Sleep Cycles-Non Sleep Cycles
dc.type Proceedings Paper
dc.identifier.startpage 917
dc.identifier.endpage 920
dc.contributor.department Sakarya Uygulamalı Bilimler Üniversitesi/Adapazarı Meslek Yüksekokulu
dc.contributor.saüauthor Bozkurt, Ferda
dc.contributor.saüauthor Bozkurt, Mehmet Recep
dc.contributor.saüauthor Uçar, Muhammed Kürşad
dc.contributor.saüauthor Bilgin, Cahit
dc.contributor.saüauthor Köklükaya, Etem
dc.relation.journal 2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU)
dc.identifier.wos WOS:000391250900206
dc.contributor.author Bozkurt, Ferda
dc.contributor.author Bozkurt, Mehmet Recep
dc.contributor.author Uçar, Muhammed Kürşad
dc.contributor.author Bilgin, Cahit
dc.contributor.author Köklükaya, Etem


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