Matches in SemOpenAlex for { <https://semopenalex.org/work/W3155990478> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3155990478 endingPage "1289" @default.
- W3155990478 startingPage "1272" @default.
- W3155990478 abstract "We propose a mathematical model based on probability theory to optimize COVID-19 testing by a multistep batch testing approach with variable batch sizes. This model and simulation tool dramatically increase the efficiency and efficacy of the tests in a large population at a low cost, particularly when the infection rate is low. The proposed method combines statistical modeling with numerical methods to solve nonlinear equations and obtain optimal batch sizes at each step of tests, with the flexibility to incorporate geographic and demographic information. In theory, this method substantially improves the false positive rate and positive predictive value as well. We also conducted a Monte Carlo simulation to verify this theory. Our simulation results show that our method significantly reduces the false negative rate. More accurate assessment can be made if the dilution effect or other practical factors are taken into consideration. The proposed method will be particularly useful for the early detection of infectious diseases and prevention of future pandemics. The proposed work will have broader impacts on medical testing for contagious diseases in general." @default.
- W3155990478 created "2021-04-26" @default.
- W3155990478 creator A5008454216 @default.
- W3155990478 creator A5043401767 @default.
- W3155990478 creator A5059094654 @default.
- W3155990478 date "2021-04-19" @default.
- W3155990478 modified "2023-10-16" @default.
- W3155990478 title "Modeling and computation of multistep batch testing for infectious diseases" @default.
- W3155990478 cites W1975680434 @default.
- W3155990478 cites W2041682996 @default.
- W3155990478 cites W2053311263 @default.
- W3155990478 cites W2056285420 @default.
- W3155990478 cites W2056328028 @default.
- W3155990478 cites W2083513055 @default.
- W3155990478 cites W2132532715 @default.
- W3155990478 cites W2209253816 @default.
- W3155990478 cites W3009800457 @default.
- W3155990478 cites W3013582780 @default.
- W3155990478 cites W3014566639 @default.
- W3155990478 cites W3014846055 @default.
- W3155990478 cites W3015031852 @default.
- W3155990478 cites W3015883707 @default.
- W3155990478 cites W3016266726 @default.
- W3155990478 cites W3019599198 @default.
- W3155990478 cites W3019625944 @default.
- W3155990478 cites W3023086180 @default.
- W3155990478 cites W3094078202 @default.
- W3155990478 cites W3155990478 @default.
- W3155990478 doi "https://doi.org/10.1002/bimj.202000240" @default.
- W3155990478 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8251120" @default.
- W3155990478 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33871898" @default.
- W3155990478 hasPublicationYear "2021" @default.
- W3155990478 type Work @default.
- W3155990478 sameAs 3155990478 @default.
- W3155990478 citedByCount "3" @default.
- W3155990478 countsByYear W31559904782021 @default.
- W3155990478 countsByYear W31559904782022 @default.
- W3155990478 crossrefType "journal-article" @default.
- W3155990478 hasAuthorship W3155990478A5008454216 @default.
- W3155990478 hasAuthorship W3155990478A5043401767 @default.
- W3155990478 hasAuthorship W3155990478A5059094654 @default.
- W3155990478 hasBestOaLocation W31559904782 @default.
- W3155990478 hasConcept C105795698 @default.
- W3155990478 hasConcept C11413529 @default.
- W3155990478 hasConcept C121332964 @default.
- W3155990478 hasConcept C126255220 @default.
- W3155990478 hasConcept C144024400 @default.
- W3155990478 hasConcept C149923435 @default.
- W3155990478 hasConcept C158622935 @default.
- W3155990478 hasConcept C1627819 @default.
- W3155990478 hasConcept C19499675 @default.
- W3155990478 hasConcept C2780598303 @default.
- W3155990478 hasConcept C2908647359 @default.
- W3155990478 hasConcept C33923547 @default.
- W3155990478 hasConcept C41008148 @default.
- W3155990478 hasConcept C45374587 @default.
- W3155990478 hasConcept C62520636 @default.
- W3155990478 hasConcept C87007009 @default.
- W3155990478 hasConceptScore W3155990478C105795698 @default.
- W3155990478 hasConceptScore W3155990478C11413529 @default.
- W3155990478 hasConceptScore W3155990478C121332964 @default.
- W3155990478 hasConceptScore W3155990478C126255220 @default.
- W3155990478 hasConceptScore W3155990478C144024400 @default.
- W3155990478 hasConceptScore W3155990478C149923435 @default.
- W3155990478 hasConceptScore W3155990478C158622935 @default.
- W3155990478 hasConceptScore W3155990478C1627819 @default.
- W3155990478 hasConceptScore W3155990478C19499675 @default.
- W3155990478 hasConceptScore W3155990478C2780598303 @default.
- W3155990478 hasConceptScore W3155990478C2908647359 @default.
- W3155990478 hasConceptScore W3155990478C33923547 @default.
- W3155990478 hasConceptScore W3155990478C41008148 @default.
- W3155990478 hasConceptScore W3155990478C45374587 @default.
- W3155990478 hasConceptScore W3155990478C62520636 @default.
- W3155990478 hasConceptScore W3155990478C87007009 @default.
- W3155990478 hasFunder F4320338281 @default.
- W3155990478 hasIssue "6" @default.
- W3155990478 hasLocation W31559904781 @default.
- W3155990478 hasLocation W31559904782 @default.
- W3155990478 hasLocation W31559904783 @default.
- W3155990478 hasOpenAccess W3155990478 @default.
- W3155990478 hasPrimaryLocation W31559904781 @default.
- W3155990478 hasRelatedWork W122193761 @default.
- W3155990478 hasRelatedWork W1572523360 @default.
- W3155990478 hasRelatedWork W1975581800 @default.
- W3155990478 hasRelatedWork W2021754886 @default.
- W3155990478 hasRelatedWork W2381682698 @default.
- W3155990478 hasRelatedWork W2383646825 @default.
- W3155990478 hasRelatedWork W2385672564 @default.
- W3155990478 hasRelatedWork W2471434601 @default.
- W3155990478 hasRelatedWork W3023424058 @default.
- W3155990478 hasRelatedWork W3211492232 @default.
- W3155990478 hasVolume "63" @default.
- W3155990478 isParatext "false" @default.
- W3155990478 isRetracted "false" @default.
- W3155990478 magId "3155990478" @default.
- W3155990478 workType "article" @default.