FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220835568> ?p ?o ?g. }

• W4220835568 abstract "Infectious threats, like the COVID-19 pandemic, hinder maintenance of a productive and healthy workforce. If subtle physiological changes precede overt illness, then proactive isolation and testing can reduce labor force impacts. This study hypothesized that an early infection warning service based on wearable physiological monitoring and predictive models created with machine learning could be developed and deployed. We developed a prototype tool, first deployed June 23, 2020, that delivered continuously updated scores of infection risk for SARS-CoV-2 through April 8, 2021. Data were acquired from 9381 United States Department of Defense (US DoD) personnel wearing Garmin and Oura devices, totaling 599,174 user-days of service and 201 million hours of data. There were 491 COVID-19 positive cases. A predictive algorithm identified infection before diagnostic testing with an AUC of 0.82. Barriers to implementation included adequate data capture (at least 48% data was needed) and delays in data transmission. We observe increased risk scores as early as 6 days prior to diagnostic testing (2.3 days average). This study showed feasibility of a real-time risk prediction score to minimize workforce impacts of infection." @default.
• W4220835568 created "2022-04-03" @default.
• W4220835568 creator A5001687890 @default.
• W4220835568 creator A5007151598 @default.
• W4220835568 creator A5015023241 @default.
• W4220835568 creator A5017005267 @default.
• W4220835568 creator A5017325473 @default.
• W4220835568 creator A5028630773 @default.
• W4220835568 creator A5035476485 @default.
• W4220835568 creator A5035897296 @default.
• W4220835568 creator A5036703455 @default.
• W4220835568 creator A5037164097 @default.
• W4220835568 creator A5042626539 @default.
• W4220835568 creator A5054494612 @default.
• W4220835568 creator A5065625001 @default.
• W4220835568 date "2022-03-08" @default.
• W4220835568 modified "2023-09-30" @default.
• W4220835568 title "Real-time infection prediction with wearable physiological monitoring and AI to aid military workforce readiness during COVID-19" @default.
• W4220835568 cites W2066937690 @default.
• W4220835568 cites W2318680928 @default.
• W4220835568 cites W2809095203 @default.
• W4220835568 cites W3005802419 @default.
• W4220835568 cites W3011550698 @default.
• W4220835568 cites W3015940098 @default.
• W4220835568 cites W3017185871 @default.
• W4220835568 cites W3032856638 @default.
• W4220835568 cites W3033668954 @default.
• W4220835568 cites W3040038570 @default.
• W4220835568 cites W3087573419 @default.
• W4220835568 cites W3089789582 @default.
• W4220835568 cites W3091955191 @default.
• W4220835568 cites W3095708005 @default.
• W4220835568 cites W3097282915 @default.
• W4220835568 cites W3103084054 @default.
• W4220835568 cites W3104096625 @default.
• W4220835568 cites W3107314542 @default.
• W4220835568 cites W3110653701 @default.
• W4220835568 cites W3110689439 @default.
• W4220835568 cites W3112300562 @default.
• W4220835568 cites W3113087560 @default.
• W4220835568 cites W3128377640 @default.
• W4220835568 cites W3177069673 @default.
• W4220835568 cites W3210281784 @default.
• W4220835568 cites W625284824 @default.
• W4220835568 doi "https://doi.org/10.1038/s41598-022-07764-6" @default.
• W4220835568 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35260671" @default.
• W4220835568 hasPublicationYear "2022" @default.
• W4220835568 type Work @default.
• W4220835568 citedByCount "19" @default.
• W4220835568 countsByYear W42208355682022 @default.
• W4220835568 countsByYear W42208355682023 @default.
• W4220835568 crossrefType "journal-article" @default.
• W4220835568 hasAuthorship W4220835568A5001687890 @default.
• W4220835568 hasAuthorship W4220835568A5007151598 @default.
• W4220835568 hasAuthorship W4220835568A5015023241 @default.
• W4220835568 hasAuthorship W4220835568A5017005267 @default.
• W4220835568 hasAuthorship W4220835568A5017325473 @default.
• W4220835568 hasAuthorship W4220835568A5028630773 @default.
• W4220835568 hasAuthorship W4220835568A5035476485 @default.
• W4220835568 hasAuthorship W4220835568A5035897296 @default.
• W4220835568 hasAuthorship W4220835568A5036703455 @default.
• W4220835568 hasAuthorship W4220835568A5037164097 @default.
• W4220835568 hasAuthorship W4220835568A5042626539 @default.
• W4220835568 hasAuthorship W4220835568A5054494612 @default.
• W4220835568 hasAuthorship W4220835568A5065625001 @default.
• W4220835568 hasBestOaLocation W42208355681 @default.
• W4220835568 hasConcept C126322002 @default.
• W4220835568 hasConcept C149635348 @default.
• W4220835568 hasConcept C150594956 @default.
• W4220835568 hasConcept C162324750 @default.
• W4220835568 hasConcept C17744445 @default.
• W4220835568 hasConcept C194828623 @default.
• W4220835568 hasConcept C199539241 @default.
• W4220835568 hasConcept C2778139618 @default.
• W4220835568 hasConcept C2779072820 @default.
• W4220835568 hasConcept C2779134260 @default.
• W4220835568 hasConcept C29825287 @default.
• W4220835568 hasConcept C3007834351 @default.
• W4220835568 hasConcept C3008058167 @default.
• W4220835568 hasConcept C3017406211 @default.
• W4220835568 hasConcept C3019879152 @default.
• W4220835568 hasConcept C41008148 @default.
• W4220835568 hasConcept C50522688 @default.
• W4220835568 hasConcept C524204448 @default.
• W4220835568 hasConcept C545542383 @default.
• W4220835568 hasConcept C71924100 @default.
• W4220835568 hasConcept C76155785 @default.
• W4220835568 hasConcept C89623803 @default.
• W4220835568 hasConceptScore W4220835568C126322002 @default.
• W4220835568 hasConceptScore W4220835568C149635348 @default.
• W4220835568 hasConceptScore W4220835568C150594956 @default.
• W4220835568 hasConceptScore W4220835568C162324750 @default.
• W4220835568 hasConceptScore W4220835568C17744445 @default.
• W4220835568 hasConceptScore W4220835568C194828623 @default.
• W4220835568 hasConceptScore W4220835568C199539241 @default.
• W4220835568 hasConceptScore W4220835568C2778139618 @default.
• W4220835568 hasConceptScore W4220835568C2779072820 @default.
• W4220835568 hasConceptScore W4220835568C2779134260 @default.
• W4220835568 hasConceptScore W4220835568C29825287 @default.
• W4220835568 hasConceptScore W4220835568C3007834351 @default.

• next