Matches in SemOpenAlex for { <https://semopenalex.org/work/W2052912346> ?p ?o ?g. }
- W2052912346 endingPage "700" @default.
- W2052912346 startingPage "688" @default.
- W2052912346 abstract "Accurate diagnosis of a molecularly defined subtype of cancer is often an important step toward its effective control and treatment. For the diagnosis of some subtypes of a cancer, a gold standard with perfect sensitivity and specificity may be unavailable. In those scenarios, tumor subtype status is commonly measured by multiple imperfect diagnostic markers. Additionally, in many such studies, some subjects are only measured by a subset of diagnostic tests and the missing probabilities may depend on the unknown disease status. In this paper, we present statistical methods based on the EM algorithm to evaluate incomplete multiple imperfect diagnostic tests under a missing at random assumption and one missing not at random scenario. We apply the proposed methods to a real data set from the National Cancer Institute (NCI) colon cancer family registry on diagnosing microsatellite instability for hereditary non-polyposis colorectal cancer to estimate diagnostic accuracy parameters (i.e. sensitivities and specificities), prevalence, and potential differential missing probabilities for 11 biomarker tests. Simulations are also conducted to evaluate the small-sample performance of our methods." @default.
- W2052912346 created "2016-06-24" @default.
- W2052912346 creator A5004584518 @default.
- W2052912346 creator A5044544424 @default.
- W2052912346 creator A5056322441 @default.
- W2052912346 date "2013-10-16" @default.
- W2052912346 modified "2023-09-28" @default.
- W2052912346 title "Evaluation of incomplete multiple diagnostic tests, with an application in the colon cancer family registry study" @default.
- W2052912346 cites W1964549363 @default.
- W2052912346 cites W1967560891 @default.
- W2052912346 cites W1968291003 @default.
- W2052912346 cites W1974965474 @default.
- W2052912346 cites W1978207758 @default.
- W2052912346 cites W1979007740 @default.
- W2052912346 cites W1982890131 @default.
- W2052912346 cites W1983909194 @default.
- W2052912346 cites W1990058382 @default.
- W2052912346 cites W1990089093 @default.
- W2052912346 cites W1992649073 @default.
- W2052912346 cites W2001613191 @default.
- W2052912346 cites W2002550486 @default.
- W2052912346 cites W2009735186 @default.
- W2052912346 cites W2029220682 @default.
- W2052912346 cites W2033063061 @default.
- W2052912346 cites W2040536528 @default.
- W2052912346 cites W2056809720 @default.
- W2052912346 cites W2064129790 @default.
- W2052912346 cites W2064319894 @default.
- W2052912346 cites W2066093934 @default.
- W2052912346 cites W2068225985 @default.
- W2052912346 cites W2079457426 @default.
- W2052912346 cites W2081750390 @default.
- W2052912346 cites W2089886906 @default.
- W2052912346 cites W2090681822 @default.
- W2052912346 cites W2093268197 @default.
- W2052912346 cites W2117113405 @default.
- W2052912346 cites W2117361384 @default.
- W2052912346 cites W2125024353 @default.
- W2052912346 cites W2128793721 @default.
- W2052912346 cites W2132965523 @default.
- W2052912346 cites W2138269619 @default.
- W2052912346 cites W2139122730 @default.
- W2052912346 cites W2147018495 @default.
- W2052912346 cites W2149896085 @default.
- W2052912346 cites W2151004739 @default.
- W2052912346 cites W2156286678 @default.
- W2052912346 cites W2159774315 @default.
- W2052912346 cites W2335503264 @default.
- W2052912346 cites W4250632111 @default.
- W2052912346 cites W9014458 @default.
- W2052912346 doi "https://doi.org/10.1080/02664763.2013.849231" @default.
- W2052912346 hasPublicationYear "2013" @default.
- W2052912346 type Work @default.
- W2052912346 sameAs 2052912346 @default.
- W2052912346 citedByCount "1" @default.
- W2052912346 countsByYear W20529123462023 @default.
- W2052912346 crossrefType "journal-article" @default.
- W2052912346 hasAuthorship W2052912346A5004584518 @default.
- W2052912346 hasAuthorship W2052912346A5044544424 @default.
- W2052912346 hasAuthorship W2052912346A5056322441 @default.
- W2052912346 hasConcept C104317684 @default.
- W2052912346 hasConcept C105795698 @default.
- W2052912346 hasConcept C121608353 @default.
- W2052912346 hasConcept C126322002 @default.
- W2052912346 hasConcept C143998085 @default.
- W2052912346 hasConcept C180754005 @default.
- W2052912346 hasConcept C187212893 @default.
- W2052912346 hasConcept C2779767149 @default.
- W2052912346 hasConcept C33923547 @default.
- W2052912346 hasConcept C40993552 @default.
- W2052912346 hasConcept C41008148 @default.
- W2052912346 hasConcept C526805850 @default.
- W2052912346 hasConcept C55493867 @default.
- W2052912346 hasConcept C61320498 @default.
- W2052912346 hasConcept C71924100 @default.
- W2052912346 hasConcept C82157600 @default.
- W2052912346 hasConcept C86803240 @default.
- W2052912346 hasConcept C9357733 @default.
- W2052912346 hasConceptScore W2052912346C104317684 @default.
- W2052912346 hasConceptScore W2052912346C105795698 @default.
- W2052912346 hasConceptScore W2052912346C121608353 @default.
- W2052912346 hasConceptScore W2052912346C126322002 @default.
- W2052912346 hasConceptScore W2052912346C143998085 @default.
- W2052912346 hasConceptScore W2052912346C180754005 @default.
- W2052912346 hasConceptScore W2052912346C187212893 @default.
- W2052912346 hasConceptScore W2052912346C2779767149 @default.
- W2052912346 hasConceptScore W2052912346C33923547 @default.
- W2052912346 hasConceptScore W2052912346C40993552 @default.
- W2052912346 hasConceptScore W2052912346C41008148 @default.
- W2052912346 hasConceptScore W2052912346C526805850 @default.
- W2052912346 hasConceptScore W2052912346C55493867 @default.
- W2052912346 hasConceptScore W2052912346C61320498 @default.
- W2052912346 hasConceptScore W2052912346C71924100 @default.
- W2052912346 hasConceptScore W2052912346C82157600 @default.
- W2052912346 hasConceptScore W2052912346C86803240 @default.
- W2052912346 hasConceptScore W2052912346C9357733 @default.
- W2052912346 hasIssue "3" @default.
- W2052912346 hasLocation W20529123461 @default.