Matches in SemOpenAlex for { <https://semopenalex.org/work/W4200182012> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4200182012 abstract "Cardiovascular diseases(CVDs) are the world's leading cause of death. Endothelial Dysfunction is an early stage of cardiovascular diseases and can effectively be used to detect the presence of the CVDs, monitor its progress and investigate the effectiveness of the treatment given. This study proposes a reliable approach for the screening of endothelial dysfunction via machine learning, using features extracted from a combination of Plethysmography, Digital Thermal Monitoring, biological features (age and gender) and anthropometry (BMI and pulse pressure). This case control study includes 55 healthy subjects and 45 subjects with clinically verified CVDs. Following the feature engineering stage, the results were subjected to dimension reduction and 5-fold cross-validation where it was observed that models Logistic Regression and Linear Discriminant provided the highest accuracies of 84% and 81% respectively. We propose that this study can be used as an efficient guide for the non-invasive screening of endothelial dysfunction." @default.
- W4200182012 created "2021-12-31" @default.
- W4200182012 creator A5004838604 @default.
- W4200182012 creator A5009830085 @default.
- W4200182012 creator A5016309008 @default.
- W4200182012 creator A5046776574 @default.
- W4200182012 creator A5055229763 @default.
- W4200182012 creator A5064555950 @default.
- W4200182012 creator A5086190344 @default.
- W4200182012 creator A5086708448 @default.
- W4200182012 date "2021-11-01" @default.
- W4200182012 modified "2023-10-17" @default.
- W4200182012 title "A Hybrid Approach for Screening Endothelial Dysfunction using Photoplethysmography and Digital Thermal Monitoring" @default.
- W4200182012 doi "https://doi.org/10.1109/embc46164.2021.9629748" @default.
- W4200182012 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34891396" @default.
- W4200182012 hasPublicationYear "2021" @default.
- W4200182012 type Work @default.
- W4200182012 citedByCount "0" @default.
- W4200182012 crossrefType "proceedings-article" @default.
- W4200182012 hasAuthorship W4200182012A5004838604 @default.
- W4200182012 hasAuthorship W4200182012A5009830085 @default.
- W4200182012 hasAuthorship W4200182012A5016309008 @default.
- W4200182012 hasAuthorship W4200182012A5046776574 @default.
- W4200182012 hasAuthorship W4200182012A5055229763 @default.
- W4200182012 hasAuthorship W4200182012A5064555950 @default.
- W4200182012 hasAuthorship W4200182012A5086190344 @default.
- W4200182012 hasAuthorship W4200182012A5086708448 @default.
- W4200182012 hasConcept C106131492 @default.
- W4200182012 hasConcept C116390426 @default.
- W4200182012 hasConcept C126322002 @default.
- W4200182012 hasConcept C151956035 @default.
- W4200182012 hasConcept C154945302 @default.
- W4200182012 hasConcept C2780972559 @default.
- W4200182012 hasConcept C31972630 @default.
- W4200182012 hasConcept C41008148 @default.
- W4200182012 hasConcept C61427482 @default.
- W4200182012 hasConcept C69738355 @default.
- W4200182012 hasConcept C71924100 @default.
- W4200182012 hasConcept C73362275 @default.
- W4200182012 hasConceptScore W4200182012C106131492 @default.
- W4200182012 hasConceptScore W4200182012C116390426 @default.
- W4200182012 hasConceptScore W4200182012C126322002 @default.
- W4200182012 hasConceptScore W4200182012C151956035 @default.
- W4200182012 hasConceptScore W4200182012C154945302 @default.
- W4200182012 hasConceptScore W4200182012C2780972559 @default.
- W4200182012 hasConceptScore W4200182012C31972630 @default.
- W4200182012 hasConceptScore W4200182012C41008148 @default.
- W4200182012 hasConceptScore W4200182012C61427482 @default.
- W4200182012 hasConceptScore W4200182012C69738355 @default.
- W4200182012 hasConceptScore W4200182012C71924100 @default.
- W4200182012 hasConceptScore W4200182012C73362275 @default.
- W4200182012 hasFunder F4320326055 @default.
- W4200182012 hasLocation W42001820121 @default.
- W4200182012 hasLocation W42001820122 @default.
- W4200182012 hasOpenAccess W4200182012 @default.
- W4200182012 hasPrimaryLocation W42001820121 @default.
- W4200182012 hasRelatedWork W1549116281 @default.
- W4200182012 hasRelatedWork W1965200476 @default.
- W4200182012 hasRelatedWork W2409224545 @default.
- W4200182012 hasRelatedWork W2414028099 @default.
- W4200182012 hasRelatedWork W2414250197 @default.
- W4200182012 hasRelatedWork W2427476780 @default.
- W4200182012 hasRelatedWork W2748952813 @default.
- W4200182012 hasRelatedWork W2792389510 @default.
- W4200182012 hasRelatedWork W2899084033 @default.
- W4200182012 hasRelatedWork W4200182012 @default.
- W4200182012 isParatext "false" @default.
- W4200182012 isRetracted "false" @default.
- W4200182012 workType "article" @default.