Matches in SemOpenAlex for { <https://semopenalex.org/work/W2999472463> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2999472463 abstract "Sleep stage classification is one of the most critical steps in the effective diagnosis and treatment of sleep-related disorders. Classic approaches involve trained human sleep scorers, utilizing a manual scoring technique, according to certain standards. This paper examines the implementation of an algorithm for the automation of the sleep scoring process. EEG recordings data are acquired from three different groups comprising of healthy subjects and people with minor sleep disorders. A mixture of time domain and frequency domain features are extracted. Temporal feature changes are utilized in order to capture contextual information of the EEG signal. Multiple classifiers are tested, culminating in a voting classifier, achieving a maximum accuracy of 90.8% for the healthy subjects' group. The main novelty introduced by the proposed solution is the algorithm's high accuracy when tested on a mixed dataset of healthy and patient subjects. The promising capabilities that derive from the successful implementation of this solution are discussed in the conclusions." @default.
- W2999472463 created "2020-01-23" @default.
- W2999472463 creator A5004935775 @default.
- W2999472463 creator A5047747213 @default.
- W2999472463 creator A5078023454 @default.
- W2999472463 date "2019-10-01" @default.
- W2999472463 modified "2023-10-16" @default.
- W2999472463 title "Classification of Sleep Stages for Healthy Subjects and Patients with Minor Sleep Disorders" @default.
- W2999472463 cites W1575429381 @default.
- W2999472463 cites W1972615077 @default.
- W2999472463 cites W1996369579 @default.
- W2999472463 cites W2003755502 @default.
- W2999472463 cites W2013350299 @default.
- W2999472463 cites W2019241323 @default.
- W2999472463 cites W2056132907 @default.
- W2999472463 cites W2066799036 @default.
- W2999472463 cites W2085426858 @default.
- W2999472463 cites W2086162146 @default.
- W2999472463 cites W2088478798 @default.
- W2999472463 cites W2098330912 @default.
- W2999472463 cites W2106201488 @default.
- W2999472463 cites W2109662877 @default.
- W2999472463 cites W2117373688 @default.
- W2999472463 cites W2144691514 @default.
- W2999472463 cites W2162800060 @default.
- W2999472463 cites W2164427480 @default.
- W2999472463 cites W2337818748 @default.
- W2999472463 cites W244799260 @default.
- W2999472463 cites W2463429024 @default.
- W2999472463 cites W2560384232 @default.
- W2999472463 cites W2588874747 @default.
- W2999472463 cites W2590099141 @default.
- W2999472463 cites W2771006757 @default.
- W2999472463 cites W2789837348 @default.
- W2999472463 cites W2791138802 @default.
- W2999472463 cites W2793841943 @default.
- W2999472463 cites W2796120867 @default.
- W2999472463 cites W2807799535 @default.
- W2999472463 cites W2897115052 @default.
- W2999472463 doi "https://doi.org/10.1109/bibe.2019.00068" @default.
- W2999472463 hasPublicationYear "2019" @default.
- W2999472463 type Work @default.
- W2999472463 sameAs 2999472463 @default.
- W2999472463 citedByCount "6" @default.
- W2999472463 countsByYear W29994724632022 @default.
- W2999472463 countsByYear W29994724632023 @default.
- W2999472463 crossrefType "proceedings-article" @default.
- W2999472463 hasAuthorship W2999472463A5004935775 @default.
- W2999472463 hasAuthorship W2999472463A5047747213 @default.
- W2999472463 hasAuthorship W2999472463A5078023454 @default.
- W2999472463 hasConcept C111919701 @default.
- W2999472463 hasConcept C118552586 @default.
- W2999472463 hasConcept C119857082 @default.
- W2999472463 hasConcept C153180895 @default.
- W2999472463 hasConcept C154945302 @default.
- W2999472463 hasConcept C15744967 @default.
- W2999472463 hasConcept C2775841894 @default.
- W2999472463 hasConcept C2778205975 @default.
- W2999472463 hasConcept C2778738651 @default.
- W2999472463 hasConcept C2910364982 @default.
- W2999472463 hasConcept C41008148 @default.
- W2999472463 hasConcept C522805319 @default.
- W2999472463 hasConcept C77805123 @default.
- W2999472463 hasConcept C95623464 @default.
- W2999472463 hasConceptScore W2999472463C111919701 @default.
- W2999472463 hasConceptScore W2999472463C118552586 @default.
- W2999472463 hasConceptScore W2999472463C119857082 @default.
- W2999472463 hasConceptScore W2999472463C153180895 @default.
- W2999472463 hasConceptScore W2999472463C154945302 @default.
- W2999472463 hasConceptScore W2999472463C15744967 @default.
- W2999472463 hasConceptScore W2999472463C2775841894 @default.
- W2999472463 hasConceptScore W2999472463C2778205975 @default.
- W2999472463 hasConceptScore W2999472463C2778738651 @default.
- W2999472463 hasConceptScore W2999472463C2910364982 @default.
- W2999472463 hasConceptScore W2999472463C41008148 @default.
- W2999472463 hasConceptScore W2999472463C522805319 @default.
- W2999472463 hasConceptScore W2999472463C77805123 @default.
- W2999472463 hasConceptScore W2999472463C95623464 @default.
- W2999472463 hasLocation W29994724631 @default.
- W2999472463 hasOpenAccess W2999472463 @default.
- W2999472463 hasPrimaryLocation W29994724631 @default.
- W2999472463 hasRelatedWork W2023324280 @default.
- W2999472463 hasRelatedWork W2084125138 @default.
- W2999472463 hasRelatedWork W2136162213 @default.
- W2999472463 hasRelatedWork W2294987193 @default.
- W2999472463 hasRelatedWork W3011076523 @default.
- W2999472463 hasRelatedWork W3121188996 @default.
- W2999472463 hasRelatedWork W3200508116 @default.
- W2999472463 hasRelatedWork W4308561096 @default.
- W2999472463 hasRelatedWork W4317762013 @default.
- W2999472463 hasRelatedWork W4378835439 @default.
- W2999472463 isParatext "false" @default.
- W2999472463 isRetracted "false" @default.
- W2999472463 magId "2999472463" @default.
- W2999472463 workType "article" @default.