The Lancet

Development and validation of a machine-learning model to reduce futile procurements in donations after circulatory death in liver transplantation in the USA…

We show that, compared with surgeon predictions and existing risk-prediction tools, our machine-learning model can enhance ...

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IEEE

Research on Heart Failure Mortality Prediction Model Based on Imbalanced Medical Dataset

Abstract: This study utilized a clinical dataset from Zigong Hospital, accessible through the PhysioNet website, to investigate six-month mortality prediction in patients with heart failure using ...
IEEE

Application of Students Graduation Prediction Model Using Decision Tree C4.5 Algorithm and Synthetic Minority Oversampling Technique (SMOTE)

Abstract: An important achievement for students and higher education institutions is timely graduation. Unfortunately, a large number of students fail to graduate on time, which can have a negative ...