FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3178148367> ?p ?o ?g. }

• W3178148367 endingPage "104622" @default.
• W3178148367 startingPage "104622" @default.
• W3178148367 abstract "Nonalcoholic fatty liver disease (NAFLD), a leading cause of chronic hepatic disease, can progress to liver fibrosis, cirrhosis, and hepatocellular carcinoma. Therefore, it is extremely important to explore early diagnosis and screening methods. In this study, we developed models based on computer tongue image analysis technology to observe the tongue characteristics of 1778 participants (831 cases of NAFLD and 947 cases of non-NAFLD). Combining quantitative tongue image features, basic information, and serological indexes, including the hepatic steatosis index (HSI) and fatty liver index (FLI), we utilized machine learning methods, including Logistic Regression, Support Vector Machine (SVM), Random Forest (RF), Gradient Boosting Decision Tree (GBDT), Adaptive Boosting Algorithm (AdaBoost), Naïve Bayes, and Neural Network for NAFLD diagnosis. The best fusion model for diagnosing NAFLD by Logistic Regression, which contained the tongue image parameters, waist circumference, BMI, GGT, TG, and ALT/AST, achieved an AUC of 0.897 (95% CI, 0.882–0.911), an accuracy of 81.70% with a sensitivity of 77.62% and a specificity of 85.22%; in addition, the positive likelihood ratio and negative likelihood ratio were 5.25 and 0.26, respectively. The application of computer intelligent tongue diagnosis technology can improve the accuracy of NAFLD diagnosis and may provide a convenient technical reference for the establishment of early screening methods for NAFLD, which is worth further research and verification." @default.
• W3178148367 created "2021-07-19" @default.
• W3178148367 creator A5009328674 @default.
• W3178148367 creator A5012123600 @default.
• W3178148367 creator A5022882052 @default.
• W3178148367 creator A5028191146 @default.
• W3178148367 creator A5052093543 @default.
• W3178148367 creator A5053804373 @default.
• W3178148367 creator A5058785622 @default.
• W3178148367 creator A5060313462 @default.
• W3178148367 creator A5067128808 @default.
• W3178148367 creator A5079984286 @default.
• W3178148367 creator A5081082156 @default.
• W3178148367 creator A5088158852 @default.
• W3178148367 date "2021-08-01" @default.
• W3178148367 modified "2023-10-05" @default.
• W3178148367 title "Application of computer tongue image analysis technology in the diagnosis of NAFLD" @default.
• W3178148367 cites W1488705808 @default.
• W3178148367 cites W1670213974 @default.
• W3178148367 cites W2026830472 @default.
• W3178148367 cites W2039621495 @default.
• W3178148367 cites W2055048589 @default.
• W3178148367 cites W2084932999 @default.
• W3178148367 cites W2088187894 @default.
• W3178148367 cites W2091106363 @default.
• W3178148367 cites W2111946630 @default.
• W3178148367 cites W2112496618 @default.
• W3178148367 cites W2119049139 @default.
• W3178148367 cites W2121509250 @default.
• W3178148367 cites W2136057321 @default.
• W3178148367 cites W2157636817 @default.
• W3178148367 cites W2204688218 @default.
• W3178148367 cites W2227349991 @default.
• W3178148367 cites W2293182993 @default.
• W3178148367 cites W2417899627 @default.
• W3178148367 cites W2560137036 @default.
• W3178148367 cites W2610920150 @default.
• W3178148367 cites W2657296316 @default.
• W3178148367 cites W2767967189 @default.
• W3178148367 cites W2777780841 @default.
• W3178148367 cites W2789805683 @default.
• W3178148367 cites W2790266293 @default.
• W3178148367 cites W2793229691 @default.
• W3178148367 cites W2896966011 @default.
• W3178148367 cites W2931162162 @default.
• W3178148367 cites W2949173079 @default.
• W3178148367 cites W2953396318 @default.
• W3178148367 cites W2988051067 @default.
• W3178148367 cites W2994671505 @default.
• W3178148367 cites W3009231580 @default.
• W3178148367 cites W3024628764 @default.
• W3178148367 cites W3040462677 @default.
• W3178148367 cites W3046091280 @default.
• W3178148367 cites W3128129546 @default.
• W3178148367 cites W3134238933 @default.
• W3178148367 cites W3143409077 @default.
• W3178148367 cites W639708223 @default.
• W3178148367 doi "https://doi.org/10.1016/j.compbiomed.2021.104622" @default.
• W3178148367 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34242868" @default.
• W3178148367 hasPublicationYear "2021" @default.
• W3178148367 type Work @default.
• W3178148367 sameAs 3178148367 @default.
• W3178148367 citedByCount "22" @default.
• W3178148367 countsByYear W31781483672021 @default.
• W3178148367 countsByYear W31781483672022 @default.
• W3178148367 countsByYear W31781483672023 @default.
• W3178148367 crossrefType "journal-article" @default.
• W3178148367 hasAuthorship W3178148367A5009328674 @default.
• W3178148367 hasAuthorship W3178148367A5012123600 @default.
• W3178148367 hasAuthorship W3178148367A5022882052 @default.
• W3178148367 hasAuthorship W3178148367A5028191146 @default.
• W3178148367 hasAuthorship W3178148367A5052093543 @default.
• W3178148367 hasAuthorship W3178148367A5053804373 @default.
• W3178148367 hasAuthorship W3178148367A5058785622 @default.
• W3178148367 hasAuthorship W3178148367A5060313462 @default.
• W3178148367 hasAuthorship W3178148367A5067128808 @default.
• W3178148367 hasAuthorship W3178148367A5079984286 @default.
• W3178148367 hasAuthorship W3178148367A5081082156 @default.
• W3178148367 hasAuthorship W3178148367A5088158852 @default.
• W3178148367 hasBestOaLocation W31781483671 @default.
• W3178148367 hasConcept C12267149 @default.
• W3178148367 hasConcept C126322002 @default.
• W3178148367 hasConcept C126838900 @default.
• W3178148367 hasConcept C151956035 @default.
• W3178148367 hasConcept C154945302 @default.
• W3178148367 hasConcept C169258074 @default.
• W3178148367 hasConcept C2776954865 @default.
• W3178148367 hasConcept C2777214474 @default.
• W3178148367 hasConcept C2778772119 @default.
• W3178148367 hasConcept C2779134260 @default.
• W3178148367 hasConcept C41008148 @default.
• W3178148367 hasConcept C46686674 @default.
• W3178148367 hasConcept C52001869 @default.
• W3178148367 hasConcept C71924100 @default.
• W3178148367 hasConcept C90924648 @default.
• W3178148367 hasConceptScore W3178148367C12267149 @default.
• W3178148367 hasConceptScore W3178148367C126322002 @default.
• W3178148367 hasConceptScore W3178148367C126838900 @default.

• next