Matches in SemOpenAlex for { <https://semopenalex.org/work/W2916898581> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2916898581 abstract "Currently available state-of-the-art mathematical models for blood glucose level prediction have been developed for intensive care departments, and thus they do not support long-acting or ‘basal’ insulins applied typically once a day. Our goal was to adjust the current models to support basal insulin, and thus provide a short term blood glucose prediction service applicable in outpatient care, in the form of a smartphone application. We propose a method that simulates the absorption of basal insulin as a series of smaller insulin doses according to four alternative ‘dosing profiles’, instead of using a single big dose of bolus insulin. The corrected model was tested on 18 data sets originating from a clinical trial in which 16 insulin dependent patients (7 female and 9 male) used a continuous glucose monitor device to record their blood glucose levels for six days, while their meals were recorded. The prediction errors of the corrected model were compared to the errors of the original model with the usual statistical methods and the error grid analysis. We also evaluated the night periods separately from the day-time. The proposed model correction was found to reduce the error of the prediction with respect to all investigated evaluation criteria by 0.59-1.02 mmol/l, moving the average absolute error close to the error range on the measurement devices. This reduction could bring online, continuous blood glucose prediction services closer to mass deployment in lifestyle support applications for diabetics." @default.
- W2916898581 created "2019-03-02" @default.
- W2916898581 creator A5063641574 @default.
- W2916898581 creator A5069500732 @default.
- W2916898581 creator A5082148368 @default.
- W2916898581 date "2019-01-01" @default.
- W2916898581 modified "2023-10-16" @default.
- W2916898581 title "Long-acting insulin management for blood glucose prediction models." @default.
- W2916898581 cites W1982137772 @default.
- W2916898581 cites W1986495510 @default.
- W2916898581 cites W1997676993 @default.
- W2916898581 cites W1999472996 @default.
- W2916898581 cites W2030525485 @default.
- W2916898581 cites W2031534975 @default.
- W2916898581 cites W2065073881 @default.
- W2916898581 cites W2065518778 @default.
- W2916898581 cites W2076259510 @default.
- W2916898581 cites W2101539208 @default.
- W2916898581 cites W2102602264 @default.
- W2916898581 cites W2110694570 @default.
- W2916898581 cites W2134956122 @default.
- W2916898581 cites W2150248172 @default.
- W2916898581 cites W2153869637 @default.
- W2916898581 cites W2159790518 @default.
- W2916898581 cites W2569308841 @default.
- W2916898581 cites W2614038827 @default.
- W2916898581 doi "https://doi.org/10.35841/biomedicalresearch.30-18-1190" @default.
- W2916898581 hasPublicationYear "2019" @default.
- W2916898581 type Work @default.
- W2916898581 sameAs 2916898581 @default.
- W2916898581 citedByCount "2" @default.
- W2916898581 countsByYear W29168985812020 @default.
- W2916898581 countsByYear W29168985812021 @default.
- W2916898581 crossrefType "journal-article" @default.
- W2916898581 hasAuthorship W2916898581A5063641574 @default.
- W2916898581 hasAuthorship W2916898581A5069500732 @default.
- W2916898581 hasAuthorship W2916898581A5082148368 @default.
- W2916898581 hasBestOaLocation W29168985811 @default.
- W2916898581 hasConcept C119857082 @default.
- W2916898581 hasConcept C126322002 @default.
- W2916898581 hasConcept C134018914 @default.
- W2916898581 hasConcept C167085575 @default.
- W2916898581 hasConcept C2777180221 @default.
- W2916898581 hasConcept C2777288759 @default.
- W2916898581 hasConcept C2778024521 @default.
- W2916898581 hasConcept C2779306644 @default.
- W2916898581 hasConcept C2909524832 @default.
- W2916898581 hasConcept C41008148 @default.
- W2916898581 hasConcept C555293320 @default.
- W2916898581 hasConcept C71924100 @default.
- W2916898581 hasConceptScore W2916898581C119857082 @default.
- W2916898581 hasConceptScore W2916898581C126322002 @default.
- W2916898581 hasConceptScore W2916898581C134018914 @default.
- W2916898581 hasConceptScore W2916898581C167085575 @default.
- W2916898581 hasConceptScore W2916898581C2777180221 @default.
- W2916898581 hasConceptScore W2916898581C2777288759 @default.
- W2916898581 hasConceptScore W2916898581C2778024521 @default.
- W2916898581 hasConceptScore W2916898581C2779306644 @default.
- W2916898581 hasConceptScore W2916898581C2909524832 @default.
- W2916898581 hasConceptScore W2916898581C41008148 @default.
- W2916898581 hasConceptScore W2916898581C555293320 @default.
- W2916898581 hasConceptScore W2916898581C71924100 @default.
- W2916898581 hasIssue "1" @default.
- W2916898581 hasLocation W29168985811 @default.
- W2916898581 hasLocation W29168985812 @default.
- W2916898581 hasLocation W29168985813 @default.
- W2916898581 hasOpenAccess W2916898581 @default.
- W2916898581 hasPrimaryLocation W29168985811 @default.
- W2916898581 hasRelatedWork W2010357507 @default.
- W2916898581 hasRelatedWork W2083531583 @default.
- W2916898581 hasRelatedWork W2114425404 @default.
- W2916898581 hasRelatedWork W2280245911 @default.
- W2916898581 hasRelatedWork W2328342657 @default.
- W2916898581 hasRelatedWork W2414195234 @default.
- W2916898581 hasRelatedWork W2466745124 @default.
- W2916898581 hasRelatedWork W3099616355 @default.
- W2916898581 hasRelatedWork W3157669575 @default.
- W2916898581 hasRelatedWork W3196397141 @default.
- W2916898581 hasVolume "30" @default.
- W2916898581 isParatext "false" @default.
- W2916898581 isRetracted "false" @default.
- W2916898581 magId "2916898581" @default.
- W2916898581 workType "article" @default.