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| Understanding Arteriosclerotic Heart Disease Patients Using Electronic Health Records: A Machine Learning and Shapley Additive exPlanations Approach |
| Eka Miranda, Suko Adiarto, Faqir M. Bhatti, Alfi Yusrotis Zakiyyah, Mediana Aryuni, Charles Bernando |
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Healthc Inform Res. 2023;29(3):228-238. Published online July 31, 2023 DOI: https://doi.org/10.4258/hir.2023.29.3.228 |
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Understanding Arteriosclerotic Heart Disease Patients Using Electronic Health Records: A Machine Learning and Shapley Additive exPlanations Approach Healthcare Informatics Research. 2023;29(3):228-238  Assessing the Suitability of Boosting Machine-Learning Algorithms for Classifying Arsenic-Contaminated Waters: A Novel Model-Explainable Approach Using SHapley Additive exPlanations Water. 2022;14(21):3509 Bankruptcy prediction using machine learning and Shapley additive explanations Review of Quantitative Finance and Accounting. 2023; MSR69 Leading Predictors of Economic Burden Among Postmenopausal Women with Heart Failure: An Application of Machine Learning with Xgboost and Shapley Additive Explanations Value in Health. 2023;26(6):S289-S290 A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP) Case Studies in Construction Materials. 2022;16:e01059 Predicting and analyzing flood susceptibility using boosting-based ensemble machine learning algorithms with SHapley Additive exPlanations Natural Hazards. 2022;116(3):2957-2991 Securing Electronic Health Records against Insider-Threats: A Supervised Machine Learning Approach . 2022; Securing Electronic Health Records against Insider-Threats: A Supervised Machine Learning Approach . 2022; Understanding the Factors Influencing Pedestrian Walking Speed over Elevated Facilities using Tree-Based Ensembles and Shapley Additive Explanations . 2021; Improved Prediction of Total Energy Consumption and Feature Analysis in Electric Vehicles Using Machine Learning and Shapley Additive Explanations Method World Electric Vehicle Journal. 2021;12(3):94 |
