FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2999064415> ?p ?o ?g. }

• W2999064415 endingPage "1263" @default.
• W2999064415 startingPage "1250" @default.
• W2999064415 abstract "Dynamic treatment regimes are sequential decision rules that adapt throughout disease progression according to a patient's evolving characteristics. In many clinical applications, it is desirable that the format of the decision rules remains consistent over time. Unlike the estimation of dynamic treatment regimes in regular settings, where decision rules are formed without shared parameters, the derivation of the shared decision rules requires estimating shared parameters indexing the decision rules across different decision points. Estimation of such rules becomes more complicated when the clinical outcome of interest is a survival time subject to censoring. To address these challenges, we propose two novel methods: censored shared‐Q‐learning and censored shared‐O‐learning. Both methods incorporate clinical preferences into a qualitative rule, where the parameters indexing the decision rules are shared across different decision points and estimated simultaneously. We use simulation studies to demonstrate the superior performance of the proposed methods. The methods are further applied to the Framingham Heart Study to derive treatment rules for cardiovascular disease." @default.
• W2999064415 created "2020-01-23" @default.
• W2999064415 creator A5008711275 @default.
• W2999064415 creator A5032664810 @default.
• W2999064415 creator A5050444279 @default.
• W2999064415 creator A5076762447 @default.
• W2999064415 date "2020-01-17" @default.
• W2999064415 modified "2023-10-16" @default.
• W2999064415 title "Constructing dynamic treatment regimes with shared parameters for censored data" @default.
• W2999064415 cites W1898356160 @default.
• W2999064415 cites W1982032418 @default.
• W2999064415 cites W2019447419 @default.
• W2999064415 cites W2027795129 @default.
• W2999064415 cites W2038146650 @default.
• W2999064415 cites W2059101466 @default.
• W2999064415 cites W2078094239 @default.
• W2999064415 cites W2096986445 @default.
• W2999064415 cites W2104753538 @default.
• W2999064415 cites W2116034036 @default.
• W2999064415 cites W2125283006 @default.
• W2999064415 cites W2126948348 @default.
• W2999064415 cites W2127008730 @default.
• W2999064415 cites W2156682402 @default.
• W2999064415 cites W2165612525 @default.
• W2999064415 cites W2207219039 @default.
• W2999064415 cites W2277721996 @default.
• W2999064415 cites W2496119153 @default.
• W2999064415 cites W2505625229 @default.
• W2999064415 cites W2527945426 @default.
• W2999064415 cites W2599189192 @default.
• W2999064415 cites W27306700 @default.
• W2999064415 cites W2756630952 @default.
• W2999064415 cites W2804338792 @default.
• W2999064415 cites W2889748820 @default.
• W2999064415 cites W2952818057 @default.
• W2999064415 cites W3104999911 @default.
• W2999064415 cites W4235484640 @default.
• W2999064415 cites W4248112284 @default.
• W2999064415 doi "https://doi.org/10.1002/sim.8473" @default.
• W2999064415 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7305816" @default.
• W2999064415 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31951041" @default.
• W2999064415 hasPublicationYear "2020" @default.
• W2999064415 type Work @default.
• W2999064415 sameAs 2999064415 @default.
• W2999064415 citedByCount "6" @default.
• W2999064415 countsByYear W29990644152020 @default.
• W2999064415 countsByYear W29990644152021 @default.
• W2999064415 countsByYear W29990644152022 @default.
• W2999064415 countsByYear W29990644152023 @default.
• W2999064415 crossrefType "journal-article" @default.
• W2999064415 hasAuthorship W2999064415A5008711275 @default.
• W2999064415 hasAuthorship W2999064415A5032664810 @default.
• W2999064415 hasAuthorship W2999064415A5050444279 @default.
• W2999064415 hasAuthorship W2999064415A5076762447 @default.
• W2999064415 hasBestOaLocation W29990644152 @default.
• W2999064415 hasConcept C111815664 @default.
• W2999064415 hasConcept C11783203 @default.
• W2999064415 hasConcept C119857082 @default.
• W2999064415 hasConcept C124101348 @default.
• W2999064415 hasConcept C137668524 @default.
• W2999064415 hasConcept C142724271 @default.
• W2999064415 hasConcept C149782125 @default.
• W2999064415 hasConcept C150325174 @default.
• W2999064415 hasConcept C154945302 @default.
• W2999064415 hasConcept C2779134260 @default.
• W2999064415 hasConcept C33923547 @default.
• W2999064415 hasConcept C41008148 @default.
• W2999064415 hasConcept C71924100 @default.
• W2999064415 hasConcept C84525736 @default.
• W2999064415 hasConcept C84839998 @default.
• W2999064415 hasConceptScore W2999064415C111815664 @default.
• W2999064415 hasConceptScore W2999064415C11783203 @default.
• W2999064415 hasConceptScore W2999064415C119857082 @default.
• W2999064415 hasConceptScore W2999064415C124101348 @default.
• W2999064415 hasConceptScore W2999064415C137668524 @default.
• W2999064415 hasConceptScore W2999064415C142724271 @default.
• W2999064415 hasConceptScore W2999064415C149782125 @default.
• W2999064415 hasConceptScore W2999064415C150325174 @default.
• W2999064415 hasConceptScore W2999064415C154945302 @default.
• W2999064415 hasConceptScore W2999064415C2779134260 @default.
• W2999064415 hasConceptScore W2999064415C33923547 @default.
• W2999064415 hasConceptScore W2999064415C41008148 @default.
• W2999064415 hasConceptScore W2999064415C71924100 @default.
• W2999064415 hasConceptScore W2999064415C84525736 @default.
• W2999064415 hasConceptScore W2999064415C84839998 @default.
• W2999064415 hasFunder F4320337351 @default.
• W2999064415 hasFunder F4320337357 @default.
• W2999064415 hasFunder F4320337472 @default.
• W2999064415 hasIssue "9" @default.
• W2999064415 hasLocation W29990644151 @default.
• W2999064415 hasLocation W29990644152 @default.
• W2999064415 hasLocation W29990644153 @default.
• W2999064415 hasOpenAccess W2999064415 @default.
• W2999064415 hasPrimaryLocation W29990644151 @default.
• W2999064415 hasRelatedWork W1019520905 @default.
• W2999064415 hasRelatedWork W2079672020 @default.
• W2999064415 hasRelatedWork W2961085424 @default.
• W2999064415 hasRelatedWork W2999064415 @default.

• next