Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367331368> ?p ?o ?g. }
Showing items 1 to 54 of
54
with 100 items per page.
- W4367331368 endingPage "941" @default.
- W4367331368 startingPage "934" @default.
- W4367331368 abstract "Aim: The intent of this research is to analyze and compare ventricular cardiac arrhythmia classification using sodium potassium pump (Na+/K+) channel parameters with Artificial Neural Network (ANN) and K-Nearest Neighbor (KNN) classifiers. Materials and Methods: P.J.Noble and A.V.Panfilov model (PJAV) is used for human ventricular study based on the action potential distance. PJAV uses alternative methods of computer simulations which include major ions, pumps and exchangers. Sample was calculated by keeping threshold 0.05, G Power 80%, confidence interval 95% and enrolment ratio as 1. Number of samples considered is 20. According to these data the accuracy is obtained from the classifiers by training novel ANN and KNN classifiers by alternating the Cross fold validation to obtain 20 different samples. These samples are imported to Statistical Package for the Social Science (SPSS) software for graphical representation and overall accuracy. Result: The concluded results shows that ANN has accuracy of 12.25% with standard deviation (4.0911) and Standard error mean (0.9148). Similarly KNN produces an accuracy value of 4.54 % with standard deviation (2.5732) and Standard error mean (0.5754). Conclusion: As of the results, it clearly shows that ANN has better accuracy for classification than KNN." @default.
- W4367331368 created "2023-04-30" @default.
- W4367331368 creator A5041406050 @default.
- W4367331368 creator A5053755422 @default.
- W4367331368 date "2023-02-14" @default.
- W4367331368 modified "2023-09-30" @default.
- W4367331368 title "Analysis And Comparison Of Ventricular Cardiac Arrhythmia Classification Using Sodium Potassium Pump Channel Parameters With ANN And KNN Classifier" @default.
- W4367331368 doi "https://doi.org/10.18137/cardiometry.2022.25.934941" @default.
- W4367331368 hasPublicationYear "2023" @default.
- W4367331368 type Work @default.
- W4367331368 citedByCount "0" @default.
- W4367331368 crossrefType "journal-article" @default.
- W4367331368 hasAuthorship W4367331368A5041406050 @default.
- W4367331368 hasAuthorship W4367331368A5053755422 @default.
- W4367331368 hasBestOaLocation W43673313681 @default.
- W4367331368 hasConcept C105795698 @default.
- W4367331368 hasConcept C113238511 @default.
- W4367331368 hasConcept C153180895 @default.
- W4367331368 hasConcept C154945302 @default.
- W4367331368 hasConcept C22679943 @default.
- W4367331368 hasConcept C33923547 @default.
- W4367331368 hasConcept C41008148 @default.
- W4367331368 hasConcept C44249647 @default.
- W4367331368 hasConcept C50644808 @default.
- W4367331368 hasConcept C95623464 @default.
- W4367331368 hasConceptScore W4367331368C105795698 @default.
- W4367331368 hasConceptScore W4367331368C113238511 @default.
- W4367331368 hasConceptScore W4367331368C153180895 @default.
- W4367331368 hasConceptScore W4367331368C154945302 @default.
- W4367331368 hasConceptScore W4367331368C22679943 @default.
- W4367331368 hasConceptScore W4367331368C33923547 @default.
- W4367331368 hasConceptScore W4367331368C41008148 @default.
- W4367331368 hasConceptScore W4367331368C44249647 @default.
- W4367331368 hasConceptScore W4367331368C50644808 @default.
- W4367331368 hasConceptScore W4367331368C95623464 @default.
- W4367331368 hasIssue "25" @default.
- W4367331368 hasLocation W43673313681 @default.
- W4367331368 hasOpenAccess W4367331368 @default.
- W4367331368 hasPrimaryLocation W43673313681 @default.
- W4367331368 hasRelatedWork W1979381110 @default.
- W4367331368 hasRelatedWork W2022996092 @default.
- W4367331368 hasRelatedWork W2067903825 @default.
- W4367331368 hasRelatedWork W2086396635 @default.
- W4367331368 hasRelatedWork W2123033778 @default.
- W4367331368 hasRelatedWork W2146076056 @default.
- W4367331368 hasRelatedWork W2151973236 @default.
- W4367331368 hasRelatedWork W2576624287 @default.
- W4367331368 hasRelatedWork W2921036759 @default.
- W4367331368 hasRelatedWork W3158004940 @default.
- W4367331368 isParatext "false" @default.
- W4367331368 isRetracted "false" @default.
- W4367331368 workType "article" @default.