FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2791945435> ?p ?o ?g. }

• W2791945435 endingPage "3854" @default.
• W2791945435 startingPage "3836" @default.
• W2791945435 abstract "To propose nonparametric double robust machine learning in variable importance analyses of medical conditions for health spending.2011-2012 Truven MarketScan database.I evaluate how much more, on average, commercially insured enrollees with each of 26 of the most prevalent medical conditions cost per year after controlling for demographics and other medical conditions. This is accomplished within the nonparametric targeted learning framework, which incorporates ensemble machine learning. Previous literature studying the impact of medical conditions on health care spending has almost exclusively focused on parametric risk adjustment; thus, I compare my approach to parametric regression.My results demonstrate that multiple sclerosis, congestive heart failure, severe cancers, major depression and bipolar disorders, and chronic hepatitis are the most costly medical conditions on average per individual. These findings differed from those obtained using parametric regression.The literature may be underestimating the spending contributions of several medical conditions, which is a potentially critical oversight. If current methods are not capturing the true incremental effect of medical conditions, undesirable incentives related to care may remain. Further work is needed to directly study these issues in the context of federal formulas." @default.
• W2791945435 created "2018-03-29" @default.
• W2791945435 creator A5001870814 @default.
• W2791945435 date "2018-03-11" @default.
• W2791945435 modified "2023-09-26" @default.
• W2791945435 title "Robust Machine Learning Variable Importance Analyses of Medical Conditions for Health Care Spending" @default.
• W2791945435 cites W1488660595 @default.
• W2791945435 cites W1488945453 @default.
• W2791945435 cites W1864995317 @default.
• W2791945435 cites W1946838060 @default.
• W2791945435 cites W1981053870 @default.
• W2791945435 cites W1981256222 @default.
• W2791945435 cites W1984244634 @default.
• W2791945435 cites W2032038468 @default.
• W2791945435 cites W2034608799 @default.
• W2791945435 cites W2070230130 @default.
• W2791945435 cites W2077646241 @default.
• W2791945435 cites W2082299845 @default.
• W2791945435 cites W2101664201 @default.
• W2791945435 cites W2109085886 @default.
• W2791945435 cites W2110065044 @default.
• W2791945435 cites W2116927211 @default.
• W2791945435 cites W2121661466 @default.
• W2791945435 cites W2130226344 @default.
• W2791945435 cites W2143891888 @default.
• W2791945435 cites W2163285329 @default.
• W2791945435 cites W2274177153 @default.
• W2791945435 cites W2328997579 @default.
• W2791945435 cites W2411879297 @default.
• W2791945435 cites W2417281152 @default.
• W2791945435 cites W2560774707 @default.
• W2791945435 cites W2774885828 @default.
• W2791945435 cites W2886335145 @default.
• W2791945435 cites W2887821923 @default.
• W2791945435 cites W4233056867 @default.
• W2791945435 cites W4248240383 @default.
• W2791945435 cites W4248712729 @default.
• W2791945435 doi "https://doi.org/10.1111/1475-6773.12848" @default.
• W2791945435 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6153184" @default.
• W2791945435 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29527659" @default.
• W2791945435 hasPublicationYear "2018" @default.
• W2791945435 type Work @default.
• W2791945435 sameAs 2791945435 @default.
• W2791945435 citedByCount "11" @default.
• W2791945435 countsByYear W27919454352018 @default.
• W2791945435 countsByYear W27919454352019 @default.
• W2791945435 countsByYear W27919454352020 @default.
• W2791945435 countsByYear W27919454352021 @default.
• W2791945435 countsByYear W27919454352022 @default.
• W2791945435 countsByYear W27919454352023 @default.
• W2791945435 crossrefType "journal-article" @default.
• W2791945435 hasAuthorship W2791945435A5001870814 @default.
• W2791945435 hasBestOaLocation W27919454352 @default.
• W2791945435 hasConcept C102366305 @default.
• W2791945435 hasConcept C105795698 @default.
• W2791945435 hasConcept C117251300 @default.
• W2791945435 hasConcept C119857082 @default.
• W2791945435 hasConcept C144133560 @default.
• W2791945435 hasConcept C149782125 @default.
• W2791945435 hasConcept C151730666 @default.
• W2791945435 hasConcept C152877465 @default.
• W2791945435 hasConcept C154945302 @default.
• W2791945435 hasConcept C160735492 @default.
• W2791945435 hasConcept C162118730 @default.
• W2791945435 hasConcept C162144332 @default.
• W2791945435 hasConcept C162324750 @default.
• W2791945435 hasConcept C175444787 @default.
• W2791945435 hasConcept C2779343474 @default.
• W2791945435 hasConcept C29122968 @default.
• W2791945435 hasConcept C33923547 @default.
• W2791945435 hasConcept C41008148 @default.
• W2791945435 hasConcept C50522688 @default.
• W2791945435 hasConcept C71924100 @default.
• W2791945435 hasConcept C83546350 @default.
• W2791945435 hasConcept C86803240 @default.
• W2791945435 hasConceptScore W2791945435C102366305 @default.
• W2791945435 hasConceptScore W2791945435C105795698 @default.
• W2791945435 hasConceptScore W2791945435C117251300 @default.
• W2791945435 hasConceptScore W2791945435C119857082 @default.
• W2791945435 hasConceptScore W2791945435C144133560 @default.
• W2791945435 hasConceptScore W2791945435C149782125 @default.
• W2791945435 hasConceptScore W2791945435C151730666 @default.
• W2791945435 hasConceptScore W2791945435C152877465 @default.
• W2791945435 hasConceptScore W2791945435C154945302 @default.
• W2791945435 hasConceptScore W2791945435C160735492 @default.
• W2791945435 hasConceptScore W2791945435C162118730 @default.
• W2791945435 hasConceptScore W2791945435C162144332 @default.
• W2791945435 hasConceptScore W2791945435C162324750 @default.
• W2791945435 hasConceptScore W2791945435C175444787 @default.
• W2791945435 hasConceptScore W2791945435C2779343474 @default.
• W2791945435 hasConceptScore W2791945435C29122968 @default.
• W2791945435 hasConceptScore W2791945435C33923547 @default.
• W2791945435 hasConceptScore W2791945435C41008148 @default.
• W2791945435 hasConceptScore W2791945435C50522688 @default.
• W2791945435 hasConceptScore W2791945435C71924100 @default.
• W2791945435 hasConceptScore W2791945435C83546350 @default.
• W2791945435 hasConceptScore W2791945435C86803240 @default.
• W2791945435 hasFunder F4320311571 @default.

• next