Matches in SemOpenAlex for { <https://semopenalex.org/work/W2979506273> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2979506273 abstract "This paper is concerned with a study of hypoglycemia under natural occurrence conditions at night time. Five adolescents with type 1 diabetes (T1D) participated in the experiments. Patients' blood glucose profiles were interpolated to estimate the intermediate values. The proposed system used spectral moments of electroencephalogram (EEG) signals from central and occipital areas as features for detecting hypoglycemia. We found that hypoglycemia could be detected non-invasively using EEG spectral moments. During hypoglycemic episodes, theta moments increased significantly (P<; 0.005) whereas beta moments decreased significantly (P<; 0.001). Based on the optimal network architecture associated with the highest log evidence, the proposed optimal Bayesian neural network resulted in a sensitivity of 82% and a specificity of 52%. In addition, the estimated blood glucose profiles showed a significant correlation (P<; 1e-6) with interpolated blood glucose values in the test set." @default.
- W2979506273 created "2019-10-18" @default.
- W2979506273 creator A5001709101 @default.
- W2979506273 creator A5011540203 @default.
- W2979506273 creator A5018877662 @default.
- W2979506273 creator A5057294414 @default.
- W2979506273 creator A5068483265 @default.
- W2979506273 date "2019-07-01" @default.
- W2979506273 modified "2023-10-18" @default.
- W2979506273 title "Nocturnal Hypoglycemia Detection using EEG Spectral Moments under Natural Occurrence Conditions" @default.
- W2979506273 cites W1574937732 @default.
- W2979506273 cites W1972946280 @default.
- W2979506273 cites W1980643059 @default.
- W2979506273 cites W2006246748 @default.
- W2979506273 cites W2012845408 @default.
- W2979506273 cites W2023672325 @default.
- W2979506273 cites W2029834733 @default.
- W2979506273 cites W2056076129 @default.
- W2979506273 cites W2071465986 @default.
- W2979506273 cites W2096045964 @default.
- W2979506273 cites W2286439238 @default.
- W2979506273 cites W2286696089 @default.
- W2979506273 cites W2404703873 @default.
- W2979506273 cites W2581926019 @default.
- W2979506273 cites W2858495711 @default.
- W2979506273 cites W2899038772 @default.
- W2979506273 cites W2911546748 @default.
- W2979506273 cites W4241385086 @default.
- W2979506273 cites W4248083206 @default.
- W2979506273 cites W967994874 @default.
- W2979506273 doi "https://doi.org/10.1109/embc.2019.8856695" @default.
- W2979506273 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31947490" @default.
- W2979506273 hasPublicationYear "2019" @default.
- W2979506273 type Work @default.
- W2979506273 sameAs 2979506273 @default.
- W2979506273 citedByCount "6" @default.
- W2979506273 countsByYear W29795062732020 @default.
- W2979506273 countsByYear W29795062732021 @default.
- W2979506273 countsByYear W29795062732022 @default.
- W2979506273 countsByYear W29795062732023 @default.
- W2979506273 crossrefType "proceedings-article" @default.
- W2979506273 hasAuthorship W2979506273A5001709101 @default.
- W2979506273 hasAuthorship W2979506273A5011540203 @default.
- W2979506273 hasAuthorship W2979506273A5018877662 @default.
- W2979506273 hasAuthorship W2979506273A5057294414 @default.
- W2979506273 hasAuthorship W2979506273A5068483265 @default.
- W2979506273 hasConcept C118552586 @default.
- W2979506273 hasConcept C126322002 @default.
- W2979506273 hasConcept C134018914 @default.
- W2979506273 hasConcept C2780668416 @default.
- W2979506273 hasConcept C33923547 @default.
- W2979506273 hasConcept C522805319 @default.
- W2979506273 hasConcept C548259974 @default.
- W2979506273 hasConcept C555293320 @default.
- W2979506273 hasConcept C71924100 @default.
- W2979506273 hasConceptScore W2979506273C118552586 @default.
- W2979506273 hasConceptScore W2979506273C126322002 @default.
- W2979506273 hasConceptScore W2979506273C134018914 @default.
- W2979506273 hasConceptScore W2979506273C2780668416 @default.
- W2979506273 hasConceptScore W2979506273C33923547 @default.
- W2979506273 hasConceptScore W2979506273C522805319 @default.
- W2979506273 hasConceptScore W2979506273C548259974 @default.
- W2979506273 hasConceptScore W2979506273C555293320 @default.
- W2979506273 hasConceptScore W2979506273C71924100 @default.
- W2979506273 hasLocation W29795062731 @default.
- W2979506273 hasLocation W29795062732 @default.
- W2979506273 hasOpenAccess W2979506273 @default.
- W2979506273 hasPrimaryLocation W29795062731 @default.
- W2979506273 hasRelatedWork W1992894626 @default.
- W2979506273 hasRelatedWork W2000722110 @default.
- W2979506273 hasRelatedWork W2057434408 @default.
- W2979506273 hasRelatedWork W2072885095 @default.
- W2979506273 hasRelatedWork W2076974163 @default.
- W2979506273 hasRelatedWork W2080068238 @default.
- W2979506273 hasRelatedWork W2092734860 @default.
- W2979506273 hasRelatedWork W2121421331 @default.
- W2979506273 hasRelatedWork W2121663374 @default.
- W2979506273 hasRelatedWork W2138496896 @default.
- W2979506273 isParatext "false" @default.
- W2979506273 isRetracted "false" @default.
- W2979506273 magId "2979506273" @default.
- W2979506273 workType "article" @default.