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Machine Learning Model for Accurate Prediction of Coronary Artery Disease by Incorporating Error Reduction Methodologies

dc.contributor.authorDogiparthi, Santhosh Gupta
dc.contributor.authorK, Jayanthi
dc.contributor.authorPillai, Ajith Ananthakrishna
dc.contributor.authorNakkeeran , Kaliyaperumal
dc.contributor.institutionUniversity of Aberdeen.Engineeringen
dc.date.accessioned2025-11-14T14:49:00Z
dc.date.issued2025-12
dc.descriptionACKNOWLEDGEMENT The authors would like to acknowledge Dr. Akinchan Bhardwaj, Former Senior Residents, Department of Cardiology, JIPMER, Puducherry for extending his support towards creation of the database used in this study. We also like to thank the JIMPER Ethics Committee for permitting us to use their patients' data for this research study.en
dc.description.statusPeer revieweden
dc.format.extent12
dc.format.extent624387
dc.identifier291079725
dc.identifierefc5f169-a9c6-484b-b99d-3ca0f74186b6
dc.identifier.citationDogiparthi, S G, K, J, Pillai, A A & Nakkeeran , K 2025, 'Machine Learning Model for Accurate Prediction of Coronary Artery Disease by Incorporating Error Reduction Methodologies', International Journal of Electrical and Computer Engineering, vol. 15, no. 6, pp. 5655~5666. https://doi.org/10.11591/ijece.v15i6.pp5655-5666en
dc.identifier.doi10.11591/ijece.v15i6.pp5655-5666
dc.identifier.issn2088-8708
dc.identifier.urihttps://hdl.handle.net/2164/26445
dc.language.isoeng
dc.relation.ispartofInternational Journal of Electrical and Computer Engineeringen
dc.subjectCoronary artery diseaseen
dc.subjectPredictionen
dc.subjectAccuracyen
dc.subjectFalses negativesen
dc.subjectWeightingen
dc.subjectMisclassification costen
dc.subjectTA Engineering (General). Civil engineering (General)en
dc.subjectSupplementary Dataen
dc.subjectDASen
dc.subject.lccTAen
dc.titleMachine Learning Model for Accurate Prediction of Coronary Artery Disease by Incorporating Error Reduction Methodologiesen
dc.typeJournal articleen

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