Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285045864> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W4285045864 abstract "Mechanical ventilation is a highly utilized life-saving tool, particularly in the current era. The use of EEG in a brain-ventilator interface (BVI) to detect respiratory discomfort (due to sub-optimal ventilator settings) would improve treatment in mechanically ventilated patients. This concept has been realized via development of an EEG covariance-based classifier that detects respiratory-related cortical activity associated with respiratory discomfort. The aim of this study was to determine if head movement, detected by an accelerometer, can detect and/or improve the detection of respiratory-related cortical activity compared to EEG alone. In 25 healthy participants, EEG and acceleration of the head were recorded during loaded and quiet breathing in the seated and lying postures. Detection of respiratory-related cortical activity using an EEG covariance-based classifier was improved by inclusion of data from an Accelerometer-based classifier, i.e. classifier 'Fusion'. In addition, 'smoothed' data over 50s, rather than one 5 s window of EEG/Accelerometer signals, improved detection. Waveform averages of EEG and head acceleration showed the incidence of pre-inspiratory potentials did not differ between loaded and quiet breathing, but head movement was greater in loaded breathing. This study confirms that compared to event-related analysis with >5 min of signal acquisition, an EEG-based classifier is a clinically valuable tool with rapid processing, detection times, and accuracy. Data smoothing would introduce a small delay (<1 min) but improves detection results. As head acceleration improved detection compared to EEG alone, the number of EEG signals required to detect respiratory discomfort with future BVIs could be reduced if head acceleration is included." @default.
- W4285045864 created "2022-07-13" @default.
- W4285045864 creator A5002219202 @default.
- W4285045864 creator A5038624724 @default.
- W4285045864 creator A5058436406 @default.
- W4285045864 creator A5059324341 @default.
- W4285045864 creator A5071082136 @default.
- W4285045864 date "2022-07-01" @default.
- W4285045864 modified "2023-10-10" @default.
- W4285045864 title "Combined head accelerometry and <scp>EEG</scp> improves the detection of respiratory‐related cortical activity during inspiratory loading in healthy participants" @default.
- W4285045864 cites W1555038339 @default.
- W4285045864 cites W1970570207 @default.
- W4285045864 cites W2006400585 @default.
- W4285045864 cites W2034314640 @default.
- W4285045864 cites W2061576258 @default.
- W4285045864 cites W2061663611 @default.
- W4285045864 cites W2082350465 @default.
- W4285045864 cites W2108622635 @default.
- W4285045864 cites W2126681708 @default.
- W4285045864 cites W2126857139 @default.
- W4285045864 cites W2155007257 @default.
- W4285045864 cites W2159380463 @default.
- W4285045864 cites W2164416648 @default.
- W4285045864 cites W2233001524 @default.
- W4285045864 cites W2270912487 @default.
- W4285045864 cites W2311057904 @default.
- W4285045864 cites W2337827890 @default.
- W4285045864 cites W2549437649 @default.
- W4285045864 cites W2799652535 @default.
- W4285045864 cites W2892160145 @default.
- W4285045864 cites W2915187120 @default.
- W4285045864 cites W2973201458 @default.
- W4285045864 cites W2983857737 @default.
- W4285045864 cites W3009004195 @default.
- W4285045864 cites W3168814267 @default.
- W4285045864 cites W4233421246 @default.
- W4285045864 cites W771945509 @default.
- W4285045864 doi "https://doi.org/10.14814/phy2.15383" @default.
- W4285045864 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35818313" @default.
- W4285045864 hasPublicationYear "2022" @default.
- W4285045864 type Work @default.
- W4285045864 citedByCount "1" @default.
- W4285045864 countsByYear W42850458642023 @default.
- W4285045864 crossrefType "journal-article" @default.
- W4285045864 hasAuthorship W4285045864A5002219202 @default.
- W4285045864 hasAuthorship W4285045864A5038624724 @default.
- W4285045864 hasAuthorship W4285045864A5058436406 @default.
- W4285045864 hasAuthorship W4285045864A5059324341 @default.
- W4285045864 hasAuthorship W4285045864A5071082136 @default.
- W4285045864 hasBestOaLocation W42850458641 @default.
- W4285045864 hasConcept C111919701 @default.
- W4285045864 hasConcept C118552586 @default.
- W4285045864 hasConcept C126322002 @default.
- W4285045864 hasConcept C153180895 @default.
- W4285045864 hasConcept C154945302 @default.
- W4285045864 hasConcept C2779358675 @default.
- W4285045864 hasConcept C28490314 @default.
- W4285045864 hasConcept C41008148 @default.
- W4285045864 hasConcept C522805319 @default.
- W4285045864 hasConcept C534529494 @default.
- W4285045864 hasConcept C548259974 @default.
- W4285045864 hasConcept C71924100 @default.
- W4285045864 hasConcept C89805583 @default.
- W4285045864 hasConceptScore W4285045864C111919701 @default.
- W4285045864 hasConceptScore W4285045864C118552586 @default.
- W4285045864 hasConceptScore W4285045864C126322002 @default.
- W4285045864 hasConceptScore W4285045864C153180895 @default.
- W4285045864 hasConceptScore W4285045864C154945302 @default.
- W4285045864 hasConceptScore W4285045864C2779358675 @default.
- W4285045864 hasConceptScore W4285045864C28490314 @default.
- W4285045864 hasConceptScore W4285045864C41008148 @default.
- W4285045864 hasConceptScore W4285045864C522805319 @default.
- W4285045864 hasConceptScore W4285045864C534529494 @default.
- W4285045864 hasConceptScore W4285045864C548259974 @default.
- W4285045864 hasConceptScore W4285045864C71924100 @default.
- W4285045864 hasConceptScore W4285045864C89805583 @default.
- W4285045864 hasFunder F4320309871 @default.
- W4285045864 hasFunder F4320320409 @default.
- W4285045864 hasIssue "13" @default.
- W4285045864 hasLocation W42850458641 @default.
- W4285045864 hasLocation W42850458642 @default.
- W4285045864 hasLocation W42850458643 @default.
- W4285045864 hasLocation W42850458644 @default.
- W4285045864 hasLocation W42850458645 @default.
- W4285045864 hasOpenAccess W4285045864 @default.
- W4285045864 hasPrimaryLocation W42850458641 @default.
- W4285045864 hasRelatedWork W2094935227 @default.
- W4285045864 hasRelatedWork W2118324905 @default.
- W4285045864 hasRelatedWork W2142799187 @default.
- W4285045864 hasRelatedWork W2344637171 @default.
- W4285045864 hasRelatedWork W2381589928 @default.
- W4285045864 hasRelatedWork W2400559907 @default.
- W4285045864 hasRelatedWork W2418215596 @default.
- W4285045864 hasRelatedWork W2758101153 @default.
- W4285045864 hasRelatedWork W2789695786 @default.
- W4285045864 hasRelatedWork W2889198312 @default.
- W4285045864 hasVolume "10" @default.
- W4285045864 isParatext "false" @default.
- W4285045864 isRetracted "false" @default.
- W4285045864 workType "article" @default.