FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2105979504> ?p ?o ?g. }

• W2105979504 abstract "Pediatric asthma affects 7.1 million American children incurring an annual total direct healthcare cost around 9.3 billion dollars. Asthma control in children is suboptimal, leading to frequent asthma exacerbations, excess costs, and decreased quality of life. Successful prediction of risk for asthma control deterioration at the individual patient level would enhance self-management and enable early interventions to reduce asthma exacerbations. We developed and tested the first set of models for predicting a child’s asthma control deterioration one week prior to occurrence. We previously reported validation of the Asthma Symptom Tracker, a weekly asthma self-monitoring tool. Over a period of two years, we used this tool to collect a total of 2912 weekly assessments of asthma control on 210 children. We combined the asthma control data set with patient attributes and environmental variables to develop machine learning models to predict a child’s asthma control deterioration one week ahead. Our best model achieved an accuracy of 71.8 %, a sensitivity of 73.8 %, a specificity of 71.4 %, and an area under the receiver operating characteristic curve of 0.757. We also identified potential improvements to our models to stimulate future research on this topic. Our best model successfully predicted a child’s asthma control level one week ahead. With adequate accuracy, the model could be integrated into electronic asthma self-monitoring systems to provide real-time decision support and personalized early warnings of potential asthma control deteriorations." @default.
• W2105979504 created "2016-06-24" @default.
• W2105979504 creator A5014490581 @default.
• W2105979504 creator A5021480275 @default.
• W2105979504 creator A5036937141 @default.
• W2105979504 creator A5067480196 @default.
• W2105979504 creator A5077935674 @default.
• W2105979504 creator A5080086968 @default.
• W2105979504 creator A5088145858 @default.
• W2105979504 date "2015-10-14" @default.
• W2105979504 modified "2023-09-30" @default.
• W2105979504 title "Predicting asthma control deterioration in children" @default.
• W2105979504 cites W1534251983 @default.
• W2105979504 cites W1542270631 @default.
• W2105979504 cites W183915416 @default.
• W2105979504 cites W1961542732 @default.
• W2105979504 cites W1964278730 @default.
• W2105979504 cites W1966647482 @default.
• W2105979504 cites W1972784839 @default.
• W2105979504 cites W1978973968 @default.
• W2105979504 cites W1979821993 @default.
• W2105979504 cites W2019574115 @default.
• W2105979504 cites W2030556594 @default.
• W2105979504 cites W2037801057 @default.
• W2105979504 cites W2048630328 @default.
• W2105979504 cites W2049832652 @default.
• W2105979504 cites W2053474123 @default.
• W2105979504 cites W2057547927 @default.
• W2105979504 cites W2059363097 @default.
• W2105979504 cites W2063315649 @default.
• W2105979504 cites W2064538429 @default.
• W2105979504 cites W2066001689 @default.
• W2105979504 cites W2068198910 @default.
• W2105979504 cites W2080883088 @default.
• W2105979504 cites W2085699940 @default.
• W2105979504 cites W2086332783 @default.
• W2105979504 cites W2088804747 @default.
• W2105979504 cites W2094084410 @default.
• W2105979504 cites W2100495367 @default.
• W2105979504 cites W2101623970 @default.
• W2105979504 cites W2110450466 @default.
• W2105979504 cites W2115110581 @default.
• W2105979504 cites W2116216047 @default.
• W2105979504 cites W2127269356 @default.
• W2105979504 cites W2127698633 @default.
• W2105979504 cites W2128053026 @default.
• W2105979504 cites W2136922672 @default.
• W2105979504 cites W2140790332 @default.
• W2105979504 cites W2148143831 @default.
• W2105979504 cites W2149852846 @default.
• W2105979504 cites W2151625509 @default.
• W2105979504 cites W2162689162 @default.
• W2105979504 cites W2165708142 @default.
• W2105979504 cites W2168922709 @default.
• W2105979504 cites W2169305053 @default.
• W2105979504 cites W2185196942 @default.
• W2105979504 cites W2185336154 @default.
• W2105979504 cites W2187258174 @default.
• W2105979504 cites W2334812848 @default.
• W2105979504 cites W2616424562 @default.
• W2105979504 cites W4205947740 @default.
• W2105979504 cites W429766147 @default.
• W2105979504 doi "https://doi.org/10.1186/s12911-015-0208-9" @default.
• W2105979504 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4607145" @default.
• W2105979504 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26467091" @default.
• W2105979504 hasPublicationYear "2015" @default.
• W2105979504 type Work @default.
• W2105979504 sameAs 2105979504 @default.
• W2105979504 citedByCount "38" @default.
• W2105979504 countsByYear W21059795042016 @default.
• W2105979504 countsByYear W21059795042017 @default.
• W2105979504 countsByYear W21059795042018 @default.
• W2105979504 countsByYear W21059795042019 @default.
• W2105979504 countsByYear W21059795042020 @default.
• W2105979504 countsByYear W21059795042021 @default.
• W2105979504 countsByYear W21059795042022 @default.
• W2105979504 countsByYear W21059795042023 @default.
• W2105979504 crossrefType "journal-article" @default.
• W2105979504 hasAuthorship W2105979504A5014490581 @default.
• W2105979504 hasAuthorship W2105979504A5021480275 @default.
• W2105979504 hasAuthorship W2105979504A5036937141 @default.
• W2105979504 hasAuthorship W2105979504A5067480196 @default.
• W2105979504 hasAuthorship W2105979504A5077935674 @default.
• W2105979504 hasAuthorship W2105979504A5080086968 @default.
• W2105979504 hasAuthorship W2105979504A5088145858 @default.
• W2105979504 hasBestOaLocation W21059795041 @default.
• W2105979504 hasConcept C118552586 @default.
• W2105979504 hasConcept C126322002 @default.
• W2105979504 hasConcept C1862650 @default.
• W2105979504 hasConcept C187212893 @default.
• W2105979504 hasConcept C27415008 @default.
• W2105979504 hasConcept C2776042228 @default.
• W2105979504 hasConcept C58471807 @default.
• W2105979504 hasConcept C71924100 @default.
• W2105979504 hasConceptScore W2105979504C118552586 @default.
• W2105979504 hasConceptScore W2105979504C126322002 @default.
• W2105979504 hasConceptScore W2105979504C1862650 @default.
• W2105979504 hasConceptScore W2105979504C187212893 @default.
• W2105979504 hasConceptScore W2105979504C27415008 @default.
• W2105979504 hasConceptScore W2105979504C2776042228 @default.

• next