Prediction of Stroke Risk Within 7-Years Follow Up Using Machine Learning Models*

Konstantina-Helen Tsarapatsani,Antonis Sakellarios,Vasilis D Tsakanikas,Henrik Rudolf,Hans J. Trampisch,Vasileios C. Pezoulas,George K. Matsopoulos,Dimitrios I. Fotiadis

2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology（2023）

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关键词

Machine Learning Models,Risk Of Stroke,Model Performance,Support Vector Machine,Decision Tree,Follow-up Of Patients,Amputation,Transient Ischemic Attack,Peripheral Artery Disease,Stroke Events,XGBoost,History Of Myocardial Infarction,Stroke Brain,Sensitivity,Clinical Risk Score,Predictor Of Stroke,LightGBM,Diastolic Blood Pressure,Artificial Neural Network,Laboratory Data,Classification Of Patients,History Of Comorbidities

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