Matches in SemOpenAlex for { <https://semopenalex.org/work/W4223578034> ?p ?o ?g. }
- W4223578034 endingPage "13" @default.
- W4223578034 startingPage "1" @default.
- W4223578034 abstract "Neurological imbalance sometimes resulted in stress, which is experienced by the number of people at some moment in their life. A considerable measurement scheme can quantify the stress level in an individual, in which music has always been considered as the best therapy for stress relief in healthy human being as well in severe medical conditions. In this work, the impact of four types of music interventions with the lyrics of Hindi music and varying spectral centroid has been studied for an analysis of stress relief in males and females. The self-reported data for stress using state-trait anxiety (STA) and electroencephalography (EEG) signals for 14 channels in response to music interventions have been considered. Features such as Hjorth (activity, mobility, and complexity), variance, standard deviation, skew, kurtosis, and mean have been extracted from five bands (delta, theta, alpha, beta, and gamma) of each channel of the recorded EEG signals from 9 males and 9 females of the age category between 18 and 25 years. The support vector machine classifier has been used to classify three subsets: (i) male and female, (ii) baseline and female, and (iii) baseline and male. The noteworthy accuracy of 100% was found at the delta band for the first subset, beta and gamma bands for the second subset, and beta, gamma, and delta bands for the third subset. STA score has shown more deviation in the male category than in female, which gives a clear insight into the impact of music intervention with varying spectral centroid that has a higher impact to relieve stress in the male category than the female category." @default.
- W4223578034 created "2022-04-15" @default.
- W4223578034 creator A5009367259 @default.
- W4223578034 creator A5012608509 @default.
- W4223578034 creator A5013007250 @default.
- W4223578034 creator A5014213980 @default.
- W4223578034 creator A5020993634 @default.
- W4223578034 creator A5021444959 @default.
- W4223578034 creator A5072084074 @default.
- W4223578034 date "2022-04-12" @default.
- W4223578034 modified "2023-09-25" @default.
- W4223578034 title "Impact of Music in Males and Females for Relief from Neurodegenerative Disorder Stress" @default.
- W4223578034 cites W1433229961 @default.
- W4223578034 cites W1501531539 @default.
- W4223578034 cites W1517102138 @default.
- W4223578034 cites W1529404552 @default.
- W4223578034 cites W1758044486 @default.
- W4223578034 cites W1783197491 @default.
- W4223578034 cites W1846075328 @default.
- W4223578034 cites W1971348589 @default.
- W4223578034 cites W1979494212 @default.
- W4223578034 cites W1986035779 @default.
- W4223578034 cites W1996299251 @default.
- W4223578034 cites W2018722483 @default.
- W4223578034 cites W2026120270 @default.
- W4223578034 cites W2032730988 @default.
- W4223578034 cites W2034184235 @default.
- W4223578034 cites W2058544047 @default.
- W4223578034 cites W2060320924 @default.
- W4223578034 cites W2060920574 @default.
- W4223578034 cites W2061406647 @default.
- W4223578034 cites W2063748446 @default.
- W4223578034 cites W2066326001 @default.
- W4223578034 cites W2067583143 @default.
- W4223578034 cites W2085281696 @default.
- W4223578034 cites W2087765238 @default.
- W4223578034 cites W2090532144 @default.
- W4223578034 cites W2108241587 @default.
- W4223578034 cites W2118182252 @default.
- W4223578034 cites W2121938245 @default.
- W4223578034 cites W2123208255 @default.
- W4223578034 cites W2134050473 @default.
- W4223578034 cites W2147440020 @default.
- W4223578034 cites W2151355117 @default.
- W4223578034 cites W2151422895 @default.
- W4223578034 cites W2168729844 @default.
- W4223578034 cites W2263783217 @default.
- W4223578034 cites W2316557706 @default.
- W4223578034 cites W2330836527 @default.
- W4223578034 cites W2344945222 @default.
- W4223578034 cites W2409757548 @default.
- W4223578034 cites W2507306959 @default.
- W4223578034 cites W2557662268 @default.
- W4223578034 cites W2566302852 @default.
- W4223578034 cites W2579845421 @default.
- W4223578034 cites W2586862707 @default.
- W4223578034 cites W2733268233 @default.
- W4223578034 cites W2765666606 @default.
- W4223578034 cites W2785333515 @default.
- W4223578034 cites W2789529686 @default.
- W4223578034 cites W2800791174 @default.
- W4223578034 cites W2804847616 @default.
- W4223578034 cites W2807107191 @default.
- W4223578034 cites W2811252967 @default.
- W4223578034 cites W2883077235 @default.
- W4223578034 cites W2886856621 @default.
- W4223578034 cites W2896519721 @default.
- W4223578034 cites W2914932046 @default.
- W4223578034 cites W2916033447 @default.
- W4223578034 cites W2964693966 @default.
- W4223578034 cites W2999961430 @default.
- W4223578034 cites W3005863216 @default.
- W4223578034 cites W3112006523 @default.
- W4223578034 cites W3114802091 @default.
- W4223578034 cites W3126922973 @default.
- W4223578034 cites W3160942884 @default.
- W4223578034 cites W3164798801 @default.
- W4223578034 doi "https://doi.org/10.1155/2022/3080437" @default.
- W4223578034 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35494208" @default.
- W4223578034 hasPublicationYear "2022" @default.
- W4223578034 type Work @default.
- W4223578034 citedByCount "2" @default.
- W4223578034 countsByYear W42235780342023 @default.
- W4223578034 crossrefType "journal-article" @default.
- W4223578034 hasAuthorship W4223578034A5009367259 @default.
- W4223578034 hasAuthorship W4223578034A5012608509 @default.
- W4223578034 hasAuthorship W4223578034A5013007250 @default.
- W4223578034 hasAuthorship W4223578034A5014213980 @default.
- W4223578034 hasAuthorship W4223578034A5020993634 @default.
- W4223578034 hasAuthorship W4223578034A5021444959 @default.
- W4223578034 hasAuthorship W4223578034A5072084074 @default.
- W4223578034 hasBestOaLocation W42235780341 @default.
- W4223578034 hasConcept C105795698 @default.
- W4223578034 hasConcept C118552586 @default.
- W4223578034 hasConcept C15744967 @default.
- W4223578034 hasConcept C22679943 @default.
- W4223578034 hasConcept C33923547 @default.
- W4223578034 hasConcept C522805319 @default.