Esichaikul, Vatcharaporn
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Esichaikul
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Vatcharaporn
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Vatcharaporn Esichaikul
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- PublikationGamification to enhance motivation and engagement in blended eLearning for technical and vocational education and training(Springer, 2022) Jayalath, Janaka; Esichaikul, Vatcharaporn [in: Technology, Knowledge and Learning]01A - Beitrag in wissenschaftlicher Zeitschrift
- PublikationComparison of predictive models for hospital readmission of heart failure patients with cost-sensitive approach(Taylor & Francis, 2020) Landicho, Junar Arciete; Esichaikul, Vatcharaporn; Sasil, Roy Magdugo [in: International Journal of Healthcare Management]01A - Beitrag in wissenschaftlicher Zeitschrift
- PublikationPredictive modelling for hospital readmission risk in the Philippines(Curran Associates, 2020) Landicho, Junar A.; Esichaikul, Vatcharaporn; Sasil, Roy [in: Proceedings of 2nd international conference on applied computing]Predictive models have been developed over the years to identify patients at risk of readmission. The goal of this study is to identify the risk factors associated to a patient’s readmission within one year in the cohort study including acute myocardial infarction (AMI), Heart Failure (HF), Chronic Obstructive Pulmonary Disease (COPD) and Pneumonia (PN) in a reputed Philippine hospital. Four predictive models were used and evaluated using performance metrics. The study found Logistic Regression as the most performing model in most of the cohort studies. There are 6 to 8 variables significantly associated with the readmission of high-risk patients.04B - Beitrag Konferenzschrift