FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019652008> ?p ?o ?g. }

• W2019652008 endingPage "141" @default.
• W2019652008 startingPage "135" @default.
• W2019652008 abstract "Continuous glucose monitoring (CGM) technologies report measurements of interstitial glucose concentration every 5 min. CGM technologies have the potential to be utilized for prediction of prospective glucose concentrations with subsequent optimization of glycemic control. This article outlines a feed-forward neural network model (NNM) utilized for real-time prediction of glucose.A feed-forward NNM was designed for real-time prediction of glucose in patients with diabetes implementing a prediction horizon of 75 min. Inputs to the NNM included CGM values, insulin dosages, metered glucose values, nutritional intake, lifestyle, and emotional factors. Performance of the NNM was assessed in 10 patients not included in the model training set.The NNM had a root mean squared error of 43.9 mg/dL and a mean absolute difference percentage of 22.1. The NNM routinely overestimates hypoglycemic extremes, which can be attributed to the limited number of hypoglycemic reactions in the model training set. The model predicts 88.6% of normal glucose concentrations (> 70 and < 180 mg/dL), 72.6% of hyperglycemia (≥ 180 mg/dL), and 2.1% of hypoglycemia (≤ 70 mg/dL). Clarke Error Grid Analysis of model predictions indicated that 92.3% of predictions could be regarded as clinically acceptable and not leading to adverse therapeutic direction. Of these predicted values, 62.3% and 30.0% were located within Zones A and B, respectively, of the error grid.Real-time prediction of glucose via the proposed NNM may provide a means of intelligent therapeutic guidance and direction." @default.
• W2019652008 created "2016-06-24" @default.
• W2019652008 creator A5001939888 @default.
• W2019652008 creator A5011021642 @default.
• W2019652008 creator A5031493592 @default.
• W2019652008 creator A5041874375 @default.
• W2019652008 creator A5046553881 @default.
• W2019652008 creator A5046929612 @default.
• W2019652008 creator A5047608011 @default.
• W2019652008 date "2011-02-01" @default.
• W2019652008 modified "2023-10-03" @default.
• W2019652008 title "Neural Network-Based Real-Time Prediction of Glucose in Patients with Insulin-Dependent Diabetes" @default.
• W2019652008 cites W1982816499 @default.
• W2019652008 cites W1986495510 @default.
• W2019652008 cites W2005932743 @default.
• W2019652008 cites W201058876 @default.
• W2019652008 cites W2018471296 @default.
• W2019652008 cites W2031534975 @default.
• W2019652008 cites W2038343656 @default.
• W2019652008 cites W2044912944 @default.
• W2019652008 cites W2048337732 @default.
• W2019652008 cites W2054521271 @default.
• W2019652008 cites W2066445865 @default.
• W2019652008 cites W2071191453 @default.
• W2019652008 cites W2087944333 @default.
• W2019652008 cites W2098393285 @default.
• W2019652008 cites W2101539208 @default.
• W2019652008 cites W2110694570 @default.
• W2019652008 cites W2111485734 @default.
• W2019652008 cites W2111763343 @default.
• W2019652008 cites W2112025233 @default.
• W2019652008 cites W2135900825 @default.
• W2019652008 cites W2148174235 @default.
• W2019652008 cites W2150248172 @default.
• W2019652008 cites W2177137510 @default.
• W2019652008 cites W3022480410 @default.
• W2019652008 cites W4235505771 @default.
• W2019652008 doi "https://doi.org/10.1089/dia.2010.0104" @default.
• W2019652008 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21284480" @default.
• W2019652008 hasPublicationYear "2011" @default.
• W2019652008 type Work @default.
• W2019652008 sameAs 2019652008 @default.
• W2019652008 citedByCount "147" @default.
• W2019652008 countsByYear W20196520082012 @default.
• W2019652008 countsByYear W20196520082013 @default.
• W2019652008 countsByYear W20196520082014 @default.
• W2019652008 countsByYear W20196520082015 @default.
• W2019652008 countsByYear W20196520082016 @default.
• W2019652008 countsByYear W20196520082017 @default.
• W2019652008 countsByYear W20196520082018 @default.
• W2019652008 countsByYear W20196520082019 @default.
• W2019652008 countsByYear W20196520082020 @default.
• W2019652008 countsByYear W20196520082021 @default.
• W2019652008 countsByYear W20196520082022 @default.
• W2019652008 countsByYear W20196520082023 @default.
• W2019652008 crossrefType "journal-article" @default.
• W2019652008 hasAuthorship W2019652008A5001939888 @default.
• W2019652008 hasAuthorship W2019652008A5011021642 @default.
• W2019652008 hasAuthorship W2019652008A5031493592 @default.
• W2019652008 hasAuthorship W2019652008A5041874375 @default.
• W2019652008 hasAuthorship W2019652008A5046553881 @default.
• W2019652008 hasAuthorship W2019652008A5046929612 @default.
• W2019652008 hasAuthorship W2019652008A5047608011 @default.
• W2019652008 hasConcept C105795698 @default.
• W2019652008 hasConcept C119857082 @default.
• W2019652008 hasConcept C126322002 @default.
• W2019652008 hasConcept C134018914 @default.
• W2019652008 hasConcept C139945424 @default.
• W2019652008 hasConcept C167085575 @default.
• W2019652008 hasConcept C2779306644 @default.
• W2019652008 hasConcept C2780473172 @default.
• W2019652008 hasConcept C2780668416 @default.
• W2019652008 hasConcept C2986379492 @default.
• W2019652008 hasConcept C33923547 @default.
• W2019652008 hasConcept C41008148 @default.
• W2019652008 hasConcept C50644808 @default.
• W2019652008 hasConcept C555293320 @default.
• W2019652008 hasConcept C71924100 @default.
• W2019652008 hasConceptScore W2019652008C105795698 @default.
• W2019652008 hasConceptScore W2019652008C119857082 @default.
• W2019652008 hasConceptScore W2019652008C126322002 @default.
• W2019652008 hasConceptScore W2019652008C134018914 @default.
• W2019652008 hasConceptScore W2019652008C139945424 @default.
• W2019652008 hasConceptScore W2019652008C167085575 @default.
• W2019652008 hasConceptScore W2019652008C2779306644 @default.
• W2019652008 hasConceptScore W2019652008C2780473172 @default.
• W2019652008 hasConceptScore W2019652008C2780668416 @default.
• W2019652008 hasConceptScore W2019652008C2986379492 @default.
• W2019652008 hasConceptScore W2019652008C33923547 @default.
• W2019652008 hasConceptScore W2019652008C41008148 @default.
• W2019652008 hasConceptScore W2019652008C50644808 @default.
• W2019652008 hasConceptScore W2019652008C555293320 @default.
• W2019652008 hasConceptScore W2019652008C71924100 @default.
• W2019652008 hasIssue "2" @default.
• W2019652008 hasLocation W20196520081 @default.
• W2019652008 hasLocation W20196520082 @default.
• W2019652008 hasOpenAccess W2019652008 @default.
• W2019652008 hasPrimaryLocation W20196520081 @default.

• next