FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199445878> ?p ?o ?g. }

• W3199445878 endingPage "3864" @default.
• W3199445878 startingPage "3853" @default.
• W3199445878 abstract "The main purpose of this study is to predict the all-cause risk of 30-day readmission by employing the back-propagation neural network (BPNN) in comparison with traditional risk assessment tools of LACE index and HOSPITAL scores.This was a retrospective cohort study from January 1st, 2018 to December 31st, 2019. A total of 55,688 hospitalizations from a medical center in Taiwan were examined. The LACE index (length of stay, acute admission, Charlson comorbidity index score, emergency department visits in previous 6 months) and HOSPITAL score (hemoglobin level at discharge, discharge from an Oncology service, sodium level at discharge, procedure during hospital stay, Index admission type, number of hospital admissions during the previous year, length of stay) are calculated. We employed variables from LACE index and HOSPITAL score as the input vector of BPNN for comparison purposes.The BPNN constructed in the current study has a considerably better ability with a C statistics achieved 0.74 (95% CI 0.73 to 0.75), which is statistically significant larger than that of the other two models using DeLong's test. Also, it was possible to achieve higher sensitivity (70.32%) without penalizing the specificity (71.76%) and accuracy (71.68%) at its optimal threshold, which is at the 20% of patients with the highest predicted risk. Moreover, it is much more informative than the other two methods because of a considerably higher LR+ and a lower LR-.Our findings suggest that more attention should be paid to methods based on non-linear classification systems, as they lead to substantial differences in risk-scores." @default.
• W3199445878 created "2021-09-27" @default.
• W3199445878 creator A5018041335 @default.
• W3199445878 creator A5047464316 @default.
• W3199445878 creator A5057134712 @default.
• W3199445878 creator A5058786148 @default.
• W3199445878 creator A5066759770 @default.
• W3199445878 date "2021-09-01" @default.
• W3199445878 modified "2023-10-08" @default.
• W3199445878 title "Comparison of Back-Propagation Neural Network, LACE Index and HOSPITAL Score in Predicting All-Cause Risk of 30-Day Readmission" @default.
• W3199445878 cites W1480887189 @default.
• W3199445878 cites W1966716734 @default.
• W3199445878 cites W1978735303 @default.
• W3199445878 cites W1985410688 @default.
• W3199445878 cites W2023091607 @default.
• W3199445878 cites W2042177488 @default.
• W3199445878 cites W2056438556 @default.
• W3199445878 cites W2061326496 @default.
• W3199445878 cites W2069354735 @default.
• W3199445878 cites W2076038013 @default.
• W3199445878 cites W2086923543 @default.
• W3199445878 cites W2096942889 @default.
• W3199445878 cites W2102344329 @default.
• W3199445878 cites W2129997990 @default.
• W3199445878 cites W2137080502 @default.
• W3199445878 cites W2148462092 @default.
• W3199445878 cites W2152575748 @default.
• W3199445878 cites W2153739810 @default.
• W3199445878 cites W2170131723 @default.
• W3199445878 cites W2294615794 @default.
• W3199445878 cites W2309139110 @default.
• W3199445878 cites W2328176404 @default.
• W3199445878 cites W2465057711 @default.
• W3199445878 cites W2528396595 @default.
• W3199445878 cites W2549885908 @default.
• W3199445878 cites W2622042207 @default.
• W3199445878 cites W2734334568 @default.
• W3199445878 cites W2734648346 @default.
• W3199445878 cites W2762658547 @default.
• W3199445878 cites W2769913117 @default.
• W3199445878 cites W2782485997 @default.
• W3199445878 cites W2800167607 @default.
• W3199445878 cites W2884499560 @default.
• W3199445878 cites W2890434320 @default.
• W3199445878 cites W2915269621 @default.
• W3199445878 cites W2922196355 @default.
• W3199445878 cites W2923546398 @default.
• W3199445878 cites W2931193913 @default.
• W3199445878 cites W2997833216 @default.
• W3199445878 cites W3002510506 @default.
• W3199445878 cites W3016159377 @default.
• W3199445878 cites W3037796919 @default.
• W3199445878 cites W3162805193 @default.
• W3199445878 cites W3163049265 @default.
• W3199445878 cites W1484525697 @default.
• W3199445878 cites W1947393601 @default.
• W3199445878 doi "https://doi.org/10.2147/rmhp.s318806" @default.
• W3199445878 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8449689" @default.
• W3199445878 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34548831" @default.
• W3199445878 hasPublicationYear "2021" @default.
• W3199445878 type Work @default.
• W3199445878 sameAs 3199445878 @default.
• W3199445878 citedByCount "5" @default.
• W3199445878 countsByYear W31994458782021 @default.
• W3199445878 countsByYear W31994458782022 @default.
• W3199445878 countsByYear W31994458782023 @default.
• W3199445878 crossrefType "journal-article" @default.
• W3199445878 hasAuthorship W3199445878A5018041335 @default.
• W3199445878 hasAuthorship W3199445878A5047464316 @default.
• W3199445878 hasAuthorship W3199445878A5057134712 @default.
• W3199445878 hasAuthorship W3199445878A5058786148 @default.
• W3199445878 hasAuthorship W3199445878A5066759770 @default.
• W3199445878 hasBestOaLocation W31994458781 @default.
• W3199445878 hasConcept C118552586 @default.
• W3199445878 hasConcept C126322002 @default.
• W3199445878 hasConcept C136764020 @default.
• W3199445878 hasConcept C167135981 @default.
• W3199445878 hasConcept C194828623 @default.
• W3199445878 hasConcept C2777382242 @default.
• W3199445878 hasConcept C2779159551 @default.
• W3199445878 hasConcept C2780724011 @default.
• W3199445878 hasConcept C3019871722 @default.
• W3199445878 hasConcept C41008148 @default.
• W3199445878 hasConcept C71924100 @default.
• W3199445878 hasConcept C72563966 @default.
• W3199445878 hasConceptScore W3199445878C118552586 @default.
• W3199445878 hasConceptScore W3199445878C126322002 @default.
• W3199445878 hasConceptScore W3199445878C136764020 @default.
• W3199445878 hasConceptScore W3199445878C167135981 @default.
• W3199445878 hasConceptScore W3199445878C194828623 @default.
• W3199445878 hasConceptScore W3199445878C2777382242 @default.
• W3199445878 hasConceptScore W3199445878C2779159551 @default.
• W3199445878 hasConceptScore W3199445878C2780724011 @default.
• W3199445878 hasConceptScore W3199445878C3019871722 @default.
• W3199445878 hasConceptScore W3199445878C41008148 @default.
• W3199445878 hasConceptScore W3199445878C71924100 @default.
• W3199445878 hasConceptScore W3199445878C72563966 @default.
• W3199445878 hasLocation W31994458781 @default.

• next