Matches in SemOpenAlex for { <https://semopenalex.org/work/W2788407717> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2788407717 endingPage "139" @default.
- W2788407717 startingPage "134" @default.
- W2788407717 abstract "Background: Despite the large number of research and significant advances in neuroscience, the hemodynamic activities of epilepsy have been rarely investigated due to high costs, need for contrast agents in fMRI and PET, lack of signals during epileptic seizure and un-portability of the equipment. Recently, Near-infrared spectroscopy (NIRS) system has attracted a large number of researchers. This system does not have the above-mentioned problems and provides a better temporal resolution than the other equipment; however, it cannot be compared to PET or fMRI, in terms of spatial resolution. The project was conducted with a feasibility study to detect epileptic seizures and extraction of epileptic dynamics using a time multiplex system at 2 wavelengths of 740 and 850 nm. Analyzing the frequency and temporal-domains of 8 patients with focal epilepsy in temporal area during the time of sleeping, we can identify the most difference between epileptic and normal conditions in low-frequencies at the high order Daubechies wavelet transform of hemodynamic components. The main challenge is the significant resemblances between epileptic dynamic and motion artifact in low frequencies. Finally, using the most appropriate features such as Shannon entropy and the new index that we named “upgraded cumulants” showing proper separability under t test and also by using different classifiers, the best result was achieved with the help of SVM classifier with an accuracy of 78.57%" @default.
- W2788407717 created "2018-03-06" @default.
- W2788407717 creator A5047107948 @default.
- W2788407717 creator A5053493725 @default.
- W2788407717 creator A5084918739 @default.
- W2788407717 date "2017-10-08" @default.
- W2788407717 modified "2023-10-16" @default.
- W2788407717 title "Detection of Focal Epileptic Seizure Using NIRS Signal Based on Discrete Wavelet Transform" @default.
- W2788407717 cites W1975590803 @default.
- W2788407717 cites W1978866722 @default.
- W2788407717 cites W1980786684 @default.
- W2788407717 cites W2001262493 @default.
- W2788407717 cites W2018077245 @default.
- W2788407717 cites W2053356496 @default.
- W2788407717 cites W2149971894 @default.
- W2788407717 cites W2153792972 @default.
- W2788407717 doi "https://doi.org/10.15171/icnj.2017.03" @default.
- W2788407717 hasPublicationYear "2017" @default.
- W2788407717 type Work @default.
- W2788407717 sameAs 2788407717 @default.
- W2788407717 citedByCount "3" @default.
- W2788407717 countsByYear W27884077172020 @default.
- W2788407717 countsByYear W27884077172021 @default.
- W2788407717 countsByYear W27884077172022 @default.
- W2788407717 crossrefType "journal-article" @default.
- W2788407717 hasAuthorship W2788407717A5047107948 @default.
- W2788407717 hasAuthorship W2788407717A5053493725 @default.
- W2788407717 hasAuthorship W2788407717A5084918739 @default.
- W2788407717 hasBestOaLocation W27884077171 @default.
- W2788407717 hasConcept C153180895 @default.
- W2788407717 hasConcept C154945302 @default.
- W2788407717 hasConcept C15744967 @default.
- W2788407717 hasConcept C169760540 @default.
- W2788407717 hasConcept C196216189 @default.
- W2788407717 hasConcept C199360897 @default.
- W2788407717 hasConcept C2778186239 @default.
- W2788407717 hasConcept C2779843651 @default.
- W2788407717 hasConcept C41008148 @default.
- W2788407717 hasConcept C46286280 @default.
- W2788407717 hasConcept C47432892 @default.
- W2788407717 hasConceptScore W2788407717C153180895 @default.
- W2788407717 hasConceptScore W2788407717C154945302 @default.
- W2788407717 hasConceptScore W2788407717C15744967 @default.
- W2788407717 hasConceptScore W2788407717C169760540 @default.
- W2788407717 hasConceptScore W2788407717C196216189 @default.
- W2788407717 hasConceptScore W2788407717C199360897 @default.
- W2788407717 hasConceptScore W2788407717C2778186239 @default.
- W2788407717 hasConceptScore W2788407717C2779843651 @default.
- W2788407717 hasConceptScore W2788407717C41008148 @default.
- W2788407717 hasConceptScore W2788407717C46286280 @default.
- W2788407717 hasConceptScore W2788407717C47432892 @default.
- W2788407717 hasIssue "4" @default.
- W2788407717 hasLocation W27884077171 @default.
- W2788407717 hasLocation W27884077172 @default.
- W2788407717 hasOpenAccess W2788407717 @default.
- W2788407717 hasPrimaryLocation W27884077171 @default.
- W2788407717 hasRelatedWork W1577789985 @default.
- W2788407717 hasRelatedWork W1588899229 @default.
- W2788407717 hasRelatedWork W1994967090 @default.
- W2788407717 hasRelatedWork W2047056993 @default.
- W2788407717 hasRelatedWork W2085792030 @default.
- W2788407717 hasRelatedWork W2112061901 @default.
- W2788407717 hasRelatedWork W2373883654 @default.
- W2788407717 hasRelatedWork W2390482320 @default.
- W2788407717 hasRelatedWork W2792520941 @default.
- W2788407717 hasRelatedWork W57803080 @default.
- W2788407717 hasVolume "4" @default.
- W2788407717 isParatext "false" @default.
- W2788407717 isRetracted "false" @default.
- W2788407717 magId "2788407717" @default.
- W2788407717 workType "article" @default.