Matches in SemOpenAlex for { <https://semopenalex.org/work/W2885481007> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2885481007 endingPage "45" @default.
- W2885481007 startingPage "35" @default.
- W2885481007 abstract "During slow-wave sleep the electroencephalographic (EEG) and local field potential (LFP) recordings reveal the presence of large amplitude slow waves. Systematic extraction of individual slow waves is not trivial.In this study, we used the neural network pattern recognition to detect individual slow waves in LFP recorded from mice as well as other commonly used methods that are based on fast frequencies modulation, amplitude, or duration.The number and quality of events detected as slow waves depended on the chosen method of detection, level of thresholds, or on combination of methods. Each individual method yields some false-positive and false-negative detections. Typically, the fast frequency-method has a higher false discovery rate, but almost no missing waves; amplitude-based method has relatively high false-positive and false-negative rates; duration-based method has low false-negative rates; neural network pattern recognition approach has the lowest false-positive rate among individual methods, often rejecting waves that were falsely detected by other approaches. Combining all 4 detection methods practically eliminated false-positive errors, but a large number of slow waves remained undetected.The use of a particular method of slow wave detection needs to be adjusted to the objectives of a given study: to detect all slow waves, but also numerous false positives can be achieved using the fast frequency approach. Neural network pattern recognition method alone can detect slow waves with the lowest false-positive rate, that can be further minimized with the use of combination of other methods." @default.
- W2885481007 created "2018-08-22" @default.
- W2885481007 creator A5012227088 @default.
- W2885481007 creator A5023503056 @default.
- W2885481007 creator A5024716088 @default.
- W2885481007 creator A5076117266 @default.
- W2885481007 date "2019-03-01" @default.
- W2885481007 modified "2023-10-18" @default.
- W2885481007 title "Slow wave detection in sleeping mice: Comparison of traditional and machine learning methods" @default.
- W2885481007 cites W1516609261 @default.
- W2885481007 cites W1690323875 @default.
- W2885481007 cites W1767160910 @default.
- W2885481007 cites W1853766545 @default.
- W2885481007 cites W1864836097 @default.
- W2885481007 cites W1973275441 @default.
- W2885481007 cites W1975302383 @default.
- W2885481007 cites W1979684874 @default.
- W2885481007 cites W1996563564 @default.
- W2885481007 cites W1999695968 @default.
- W2885481007 cites W2001150734 @default.
- W2885481007 cites W2002114549 @default.
- W2885481007 cites W2010533282 @default.
- W2885481007 cites W2013522645 @default.
- W2885481007 cites W2050375359 @default.
- W2885481007 cites W2074183366 @default.
- W2885481007 cites W2075162216 @default.
- W2885481007 cites W2081548183 @default.
- W2885481007 cites W2082699503 @default.
- W2885481007 cites W2086238474 @default.
- W2885481007 cites W2109919607 @default.
- W2885481007 cites W2114579562 @default.
- W2885481007 cites W2124761808 @default.
- W2885481007 cites W2139968116 @default.
- W2885481007 cites W2144215255 @default.
- W2885481007 cites W2144398166 @default.
- W2885481007 cites W2146288322 @default.
- W2885481007 cites W2149213494 @default.
- W2885481007 cites W2154431431 @default.
- W2885481007 cites W2508322631 @default.
- W2885481007 cites W2521853867 @default.
- W2885481007 cites W2561437213 @default.
- W2885481007 cites W2592835663 @default.
- W2885481007 doi "https://doi.org/10.1016/j.jneumeth.2018.08.016" @default.
- W2885481007 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30125590" @default.
- W2885481007 hasPublicationYear "2019" @default.
- W2885481007 type Work @default.
- W2885481007 sameAs 2885481007 @default.
- W2885481007 citedByCount "11" @default.
- W2885481007 countsByYear W28854810072019 @default.
- W2885481007 countsByYear W28854810072020 @default.
- W2885481007 countsByYear W28854810072022 @default.
- W2885481007 countsByYear W28854810072023 @default.
- W2885481007 crossrefType "journal-article" @default.
- W2885481007 hasAuthorship W2885481007A5012227088 @default.
- W2885481007 hasAuthorship W2885481007A5023503056 @default.
- W2885481007 hasAuthorship W2885481007A5024716088 @default.
- W2885481007 hasAuthorship W2885481007A5076117266 @default.
- W2885481007 hasConcept C120665830 @default.
- W2885481007 hasConcept C121332964 @default.
- W2885481007 hasConcept C153180895 @default.
- W2885481007 hasConcept C154945302 @default.
- W2885481007 hasConcept C180205008 @default.
- W2885481007 hasConcept C41008148 @default.
- W2885481007 hasConcept C50644808 @default.
- W2885481007 hasConcept C64869954 @default.
- W2885481007 hasConcept C95922358 @default.
- W2885481007 hasConceptScore W2885481007C120665830 @default.
- W2885481007 hasConceptScore W2885481007C121332964 @default.
- W2885481007 hasConceptScore W2885481007C153180895 @default.
- W2885481007 hasConceptScore W2885481007C154945302 @default.
- W2885481007 hasConceptScore W2885481007C180205008 @default.
- W2885481007 hasConceptScore W2885481007C41008148 @default.
- W2885481007 hasConceptScore W2885481007C50644808 @default.
- W2885481007 hasConceptScore W2885481007C64869954 @default.
- W2885481007 hasConceptScore W2885481007C95922358 @default.
- W2885481007 hasFunder F4320334506 @default.
- W2885481007 hasFunder F4320334593 @default.
- W2885481007 hasLocation W28854810071 @default.
- W2885481007 hasLocation W28854810072 @default.
- W2885481007 hasOpenAccess W2885481007 @default.
- W2885481007 hasPrimaryLocation W28854810071 @default.
- W2885481007 hasRelatedWork W1575077847 @default.
- W2885481007 hasRelatedWork W1983290920 @default.
- W2885481007 hasRelatedWork W2001954398 @default.
- W2885481007 hasRelatedWork W2003125512 @default.
- W2885481007 hasRelatedWork W2025232597 @default.
- W2885481007 hasRelatedWork W2050762184 @default.
- W2885481007 hasRelatedWork W2065958818 @default.
- W2885481007 hasRelatedWork W2076665077 @default.
- W2885481007 hasRelatedWork W2160293638 @default.
- W2885481007 hasRelatedWork W2927259948 @default.
- W2885481007 hasVolume "316" @default.
- W2885481007 isParatext "false" @default.
- W2885481007 isRetracted "false" @default.
- W2885481007 magId "2885481007" @default.
- W2885481007 workType "article" @default.