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

Dogiparthi, Santhosh GuptaK, JayanthiPillai, Ajith AnanthakrishnaNakkeeran , Kaliyaperumal2025-11-142025-12Dogiparthi, 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.pp5655-56662088-8708https://hdl.handle.net/2164/26445ACKNOWLEDGEMENT 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.12624387engCoronary artery diseasePredictionAccuracyFalses negativesWeightingMisclassification costTA Engineering (General). Civil engineering (General)Supplementary DataDASTAMachine Learning Model for Accurate Prediction of Coronary Artery Disease by Incorporating Error Reduction MethodologiesJournal article10.11591/ijece.v15i6.pp5655-5666