FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4324145280> ?p ?o ?g. }

• W4324145280 abstract "As one of the most common diseases in pediatric surgery, an inguinal hernia is usually diagnosed by medical experts based on clinical data collected from magnetic resonance imaging (MRI), computed tomography (CT), or B-ultrasound. The parameters of blood routine examination, such as white blood cell count and platelet count, are often used as diagnostic indicators of intestinal necrosis. Based on the medical numerical data on blood routine examination parameters and liver and kidney function parameters, this paper used machine learning algorithm to assist the diagnosis of intestinal necrosis in children with inguinal hernia before operation. In the work, we used clinical data consisting of 3,807 children with inguinal hernia symptoms and 170 children with intestinal necrosis and perforation caused by the disease. Three different models were constructed according to the blood routine examination and liver and kidney function. Some missing values were replaced by using the RIN-3M (median, mean, or mode region random interpolation) method according to the actual necessity, and the ensemble learning based on the voting principle was used to deal with the imbalanced datasets. The model trained after feature selection yielded satisfactory results with an accuracy of 86.43%, sensitivity of 84.34%, specificity of 96.89%, and AUC value of 0.91. Therefore, the proposed methods may be a potential idea for auxiliary diagnosis of inguinal hernia in children." @default.
• W4324145280 created "2023-03-15" @default.
• W4324145280 creator A5014310116 @default.
• W4324145280 creator A5032406968 @default.
• W4324145280 creator A5036629514 @default.
• W4324145280 creator A5045067652 @default.
• W4324145280 creator A5087596385 @default.
• W4324145280 date "2023-03-14" @default.
• W4324145280 modified "2023-09-29" @default.
• W4324145280 title "Intelligent assistant diagnosis for pediatric inguinal hernia based on a multilayer and unbalanced classification model" @default.
• W4324145280 cites W1963896350 @default.
• W4324145280 cites W1991824544 @default.
• W4324145280 cites W2008364414 @default.
• W4324145280 cites W2067245310 @default.
• W4324145280 cites W2125201455 @default.
• W4324145280 cites W2317515691 @default.
• W4324145280 cites W2362028749 @default.
• W4324145280 cites W2408246687 @default.
• W4324145280 cites W2417999172 @default.
• W4324145280 cites W2496114304 @default.
• W4324145280 cites W2560070550 @default.
• W4324145280 cites W2586068811 @default.
• W4324145280 cites W2593914038 @default.
• W4324145280 cites W2806811810 @default.
• W4324145280 cites W2887465456 @default.
• W4324145280 cites W2946591120 @default.
• W4324145280 cites W2947853659 @default.
• W4324145280 cites W2952378269 @default.
• W4324145280 cites W2954605582 @default.
• W4324145280 cites W2956022634 @default.
• W4324145280 cites W2971417414 @default.
• W4324145280 cites W2980269097 @default.
• W4324145280 cites W2997845383 @default.
• W4324145280 cites W3004900416 @default.
• W4324145280 cites W3014870144 @default.
• W4324145280 cites W3017403618 @default.
• W4324145280 cites W3031860971 @default.
• W4324145280 cites W3033525415 @default.
• W4324145280 cites W3033713209 @default.
• W4324145280 cites W3081841178 @default.
• W4324145280 cites W3100278850 @default.
• W4324145280 cites W3112302761 @default.
• W4324145280 cites W3118913631 @default.
• W4324145280 cites W3126831744 @default.
• W4324145280 cites W3134705661 @default.
• W4324145280 cites W3137460317 @default.
• W4324145280 cites W3156423255 @default.
• W4324145280 cites W3175907504 @default.
• W4324145280 cites W3196261313 @default.
• W4324145280 cites W3196688497 @default.
• W4324145280 cites W4225010493 @default.
• W4324145280 cites W4225289856 @default.
• W4324145280 cites W4243610423 @default.
• W4324145280 cites W4292421563 @default.
• W4324145280 cites W4293866408 @default.
• W4324145280 cites W4301392708 @default.
• W4324145280 cites W4313238336 @default.
• W4324145280 doi "https://doi.org/10.3389/fphys.2023.1105891" @default.
• W4324145280 hasPublicationYear "2023" @default.
• W4324145280 type Work @default.
• W4324145280 citedByCount "0" @default.
• W4324145280 crossrefType "journal-article" @default.
• W4324145280 hasAuthorship W4324145280A5014310116 @default.
• W4324145280 hasAuthorship W4324145280A5032406968 @default.
• W4324145280 hasAuthorship W4324145280A5036629514 @default.
• W4324145280 hasAuthorship W4324145280A5045067652 @default.
• W4324145280 hasAuthorship W4324145280A5087596385 @default.
• W4324145280 hasBestOaLocation W43241452801 @default.
• W4324145280 hasConcept C126838900 @default.
• W4324145280 hasConcept C141071460 @default.
• W4324145280 hasConcept C143409427 @default.
• W4324145280 hasConcept C191897082 @default.
• W4324145280 hasConcept C192562407 @default.
• W4324145280 hasConcept C2778456384 @default.
• W4324145280 hasConcept C2778527123 @default.
• W4324145280 hasConcept C2779096551 @default.
• W4324145280 hasConcept C2781132756 @default.
• W4324145280 hasConcept C527108885 @default.
• W4324145280 hasConcept C71924100 @default.
• W4324145280 hasConceptScore W4324145280C126838900 @default.
• W4324145280 hasConceptScore W4324145280C141071460 @default.
• W4324145280 hasConceptScore W4324145280C143409427 @default.
• W4324145280 hasConceptScore W4324145280C191897082 @default.
• W4324145280 hasConceptScore W4324145280C192562407 @default.
• W4324145280 hasConceptScore W4324145280C2778456384 @default.
• W4324145280 hasConceptScore W4324145280C2778527123 @default.
• W4324145280 hasConceptScore W4324145280C2779096551 @default.
• W4324145280 hasConceptScore W4324145280C2781132756 @default.
• W4324145280 hasConceptScore W4324145280C527108885 @default.
• W4324145280 hasConceptScore W4324145280C71924100 @default.
• W4324145280 hasLocation W43241452801 @default.
• W4324145280 hasLocation W43241452802 @default.
• W4324145280 hasOpenAccess W4324145280 @default.
• W4324145280 hasPrimaryLocation W43241452801 @default.
• W4324145280 hasRelatedWork W174632727 @default.
• W4324145280 hasRelatedWork W2018144414 @default.
• W4324145280 hasRelatedWork W2054618818 @default.
• W4324145280 hasRelatedWork W2163274728 @default.
• W4324145280 hasRelatedWork W2202548566 @default.
• W4324145280 hasRelatedWork W2366515927 @default.

• next