Matches in SemOpenAlex for { <https://semopenalex.org/work/W2890947197> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2890947197 abstract "Preterm newborns undergo various stresses that may materialize as learning problems at school-age. Sleep staging of the Electroencephalogram (EEG), followed by prediction of their brain-age from these sleep states can quantify deviations from normal brain development early (when compared to the known age). Current automation of this approach relies on explicit sleep state classification, optimizing algorithms using clinician visually labelled sleep stages, which remains a subjective gold-standard. Such models fail to perform consistently over a wide age range and impacts the subsequent brain-age estimates that could prevent identification of subtler developmental deviations. We introduce a Bayesian Network utilizing multiple Gaussian Mixture Models, as a novel, unified approach for directly estimating brain-age, simultaneously modelling for both age and sleep dependencies on the EEG, to improve the accuracy of prediction over a wider age range." @default.
- W2890947197 created "2018-09-27" @default.
- W2890947197 creator A5034926138 @default.
- W2890947197 creator A5064593698 @default.
- W2890947197 date "2018-09-19" @default.
- W2890947197 modified "2023-09-27" @default.
- W2890947197 title "A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age." @default.
- W2890947197 cites W1556848471 @default.
- W2890947197 cites W1579271636 @default.
- W2890947197 cites W2013378101 @default.
- W2890947197 cites W2061504941 @default.
- W2890947197 cites W2154053567 @default.
- W2890947197 cites W2337013847 @default.
- W2890947197 cites W2416402053 @default.
- W2890947197 cites W2589719932 @default.
- W2890947197 hasPublicationYear "2018" @default.
- W2890947197 type Work @default.
- W2890947197 sameAs 2890947197 @default.
- W2890947197 citedByCount "0" @default.
- W2890947197 crossrefType "posted-content" @default.
- W2890947197 hasAuthorship W2890947197A5034926138 @default.
- W2890947197 hasAuthorship W2890947197A5064593698 @default.
- W2890947197 hasConcept C107673813 @default.
- W2890947197 hasConcept C111919701 @default.
- W2890947197 hasConcept C119857082 @default.
- W2890947197 hasConcept C154945302 @default.
- W2890947197 hasConcept C15744967 @default.
- W2890947197 hasConcept C169760540 @default.
- W2890947197 hasConcept C2775841894 @default.
- W2890947197 hasConcept C2778205975 @default.
- W2890947197 hasConcept C2910364982 @default.
- W2890947197 hasConcept C2984223407 @default.
- W2890947197 hasConcept C41008148 @default.
- W2890947197 hasConcept C522805319 @default.
- W2890947197 hasConcept C548259974 @default.
- W2890947197 hasConcept C71924100 @default.
- W2890947197 hasConceptScore W2890947197C107673813 @default.
- W2890947197 hasConceptScore W2890947197C111919701 @default.
- W2890947197 hasConceptScore W2890947197C119857082 @default.
- W2890947197 hasConceptScore W2890947197C154945302 @default.
- W2890947197 hasConceptScore W2890947197C15744967 @default.
- W2890947197 hasConceptScore W2890947197C169760540 @default.
- W2890947197 hasConceptScore W2890947197C2775841894 @default.
- W2890947197 hasConceptScore W2890947197C2778205975 @default.
- W2890947197 hasConceptScore W2890947197C2910364982 @default.
- W2890947197 hasConceptScore W2890947197C2984223407 @default.
- W2890947197 hasConceptScore W2890947197C41008148 @default.
- W2890947197 hasConceptScore W2890947197C522805319 @default.
- W2890947197 hasConceptScore W2890947197C548259974 @default.
- W2890947197 hasConceptScore W2890947197C71924100 @default.
- W2890947197 hasLocation W28909471971 @default.
- W2890947197 hasOpenAccess W2890947197 @default.
- W2890947197 hasPrimaryLocation W28909471971 @default.
- W2890947197 hasRelatedWork W1943524887 @default.
- W2890947197 hasRelatedWork W1965647096 @default.
- W2890947197 hasRelatedWork W1966262416 @default.
- W2890947197 hasRelatedWork W1967951975 @default.
- W2890947197 hasRelatedWork W1999056714 @default.
- W2890947197 hasRelatedWork W2002359263 @default.
- W2890947197 hasRelatedWork W2041453955 @default.
- W2890947197 hasRelatedWork W2086681524 @default.
- W2890947197 hasRelatedWork W2104624556 @default.
- W2890947197 hasRelatedWork W2154087034 @default.
- W2890947197 hasRelatedWork W2759717405 @default.
- W2890947197 hasRelatedWork W2898504028 @default.
- W2890947197 hasRelatedWork W2899461593 @default.
- W2890947197 hasRelatedWork W2914415410 @default.
- W2890947197 hasRelatedWork W2946784505 @default.
- W2890947197 hasRelatedWork W2981614526 @default.
- W2890947197 hasRelatedWork W3009259306 @default.
- W2890947197 hasRelatedWork W3035350226 @default.
- W2890947197 hasRelatedWork W3081806556 @default.
- W2890947197 hasRelatedWork W3137906513 @default.
- W2890947197 isParatext "false" @default.
- W2890947197 isRetracted "false" @default.
- W2890947197 magId "2890947197" @default.
- W2890947197 workType "article" @default.