Matches in SemOpenAlex for { <https://semopenalex.org/work/W3185090760> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W3185090760 endingPage "533" @default.
- W3185090760 startingPage "524" @default.
- W3185090760 abstract "Diabetes Mellitus is a chronic disease that affects many people in the world badly. Early diagnosis of this disease is of paramount importance as physicians and patients can work towards prevention and mitigation of future complications. Hence, there is a necessity to develop a system that diagnoses Type 2 diabetes mellitus (T2DM) at an early stage. Recently, large number of studies have emerged with prediction models to diagnose T2DM. Most importantly, published literature lacks the availability of multi-class studies. Therefore, the primary objective of the study is development of multi-class predictive model by taking advantage of routinely available clinical data in diagnosing T2DM based on machine learning algorithms. In this work, Modified Mayfly-SVM is implemented to notice the prediabetic stage accurately. To assess the effectiveness of proposed model, a comparative study was undertaken and was contrasted with T2DM prediction models developed by other researchers from last five years. Proposed model was validated with real clinical data collated from local hospitals and the benchmark PIMA dataset available on repository of UCI machine learning. The study also reveals that modified Mayfly-SVM has a considerable edge over metaheuristic optimization algorithms in local as well as global searching capabilities and has attained maximum test accuracy of 94.5% over PIMA dataset." @default.
- W3185090760 created "2021-08-02" @default.
- W3185090760 creator A5004055771 @default.
- W3185090760 creator A5027535686 @default.
- W3185090760 creator A5075128068 @default.
- W3185090760 creator A5086189986 @default.
- W3185090760 date "2022-02-01" @default.
- W3185090760 modified "2023-09-24" @default.
- W3185090760 title "A modified mayfly-SVM approach for early detection of type 2 diabetes mellitus" @default.
- W3185090760 hasPublicationYear "2022" @default.
- W3185090760 type Work @default.
- W3185090760 sameAs 3185090760 @default.
- W3185090760 citedByCount "0" @default.
- W3185090760 crossrefType "journal-article" @default.
- W3185090760 hasAuthorship W3185090760A5004055771 @default.
- W3185090760 hasAuthorship W3185090760A5027535686 @default.
- W3185090760 hasAuthorship W3185090760A5075128068 @default.
- W3185090760 hasAuthorship W3185090760A5086189986 @default.
- W3185090760 hasConcept C119857082 @default.
- W3185090760 hasConcept C12267149 @default.
- W3185090760 hasConcept C13280743 @default.
- W3185090760 hasConcept C134018914 @default.
- W3185090760 hasConcept C154945302 @default.
- W3185090760 hasConcept C185798385 @default.
- W3185090760 hasConcept C205649164 @default.
- W3185090760 hasConcept C2778489309 @default.
- W3185090760 hasConcept C2910068830 @default.
- W3185090760 hasConcept C41008148 @default.
- W3185090760 hasConcept C555293320 @default.
- W3185090760 hasConcept C59822182 @default.
- W3185090760 hasConcept C71924100 @default.
- W3185090760 hasConcept C85323577 @default.
- W3185090760 hasConcept C86803240 @default.
- W3185090760 hasConceptScore W3185090760C119857082 @default.
- W3185090760 hasConceptScore W3185090760C12267149 @default.
- W3185090760 hasConceptScore W3185090760C13280743 @default.
- W3185090760 hasConceptScore W3185090760C134018914 @default.
- W3185090760 hasConceptScore W3185090760C154945302 @default.
- W3185090760 hasConceptScore W3185090760C185798385 @default.
- W3185090760 hasConceptScore W3185090760C205649164 @default.
- W3185090760 hasConceptScore W3185090760C2778489309 @default.
- W3185090760 hasConceptScore W3185090760C2910068830 @default.
- W3185090760 hasConceptScore W3185090760C41008148 @default.
- W3185090760 hasConceptScore W3185090760C555293320 @default.
- W3185090760 hasConceptScore W3185090760C59822182 @default.
- W3185090760 hasConceptScore W3185090760C71924100 @default.
- W3185090760 hasConceptScore W3185090760C85323577 @default.
- W3185090760 hasConceptScore W3185090760C86803240 @default.
- W3185090760 hasIssue "1" @default.
- W3185090760 hasLocation W31850907601 @default.
- W3185090760 hasOpenAccess W3185090760 @default.
- W3185090760 hasPrimaryLocation W31850907601 @default.
- W3185090760 hasRelatedWork W2609101909 @default.
- W3185090760 hasRelatedWork W2775450699 @default.
- W3185090760 hasRelatedWork W2901779613 @default.
- W3185090760 hasRelatedWork W2957158855 @default.
- W3185090760 hasRelatedWork W2975651211 @default.
- W3185090760 hasRelatedWork W2999483804 @default.
- W3185090760 hasRelatedWork W2999638449 @default.
- W3185090760 hasRelatedWork W3005226684 @default.
- W3185090760 hasRelatedWork W3023265004 @default.
- W3185090760 hasRelatedWork W3083158240 @default.
- W3185090760 hasRelatedWork W3084116491 @default.
- W3185090760 hasRelatedWork W3092245077 @default.
- W3185090760 hasRelatedWork W3107429030 @default.
- W3185090760 hasRelatedWork W3166292085 @default.
- W3185090760 hasRelatedWork W3169463331 @default.
- W3185090760 hasRelatedWork W3194043032 @default.
- W3185090760 hasRelatedWork W3209489796 @default.
- W3185090760 hasRelatedWork W3210828663 @default.
- W3185090760 hasRelatedWork W2184674722 @default.
- W3185090760 hasRelatedWork W3110654257 @default.
- W3185090760 hasVolume "12" @default.
- W3185090760 isParatext "false" @default.
- W3185090760 isRetracted "false" @default.
- W3185090760 magId "3185090760" @default.
- W3185090760 workType "article" @default.