Feature Selection Strategy for Intrahospital Mortality Prediction after Coronary Artery Bypass Graft Surgery on an Unbalanced Sample

Author:

Shakhgeldyan Karina1,Geltser Boris2,Rublev Vladislav2,Shirobokov Basil1,Geltser Dan3,Kriger Alexandra2

Affiliation:

1. Information Technology Department, Vladivostok State University of Economics, Vladivostok, Russia

2. School of Biomedicine, Far Eastern Federal University, Vladivostok, Russia

3. Imperial College London, UK

Publisher

ACM

Reference30 articles.

1. 2019 ACC/AHA Guideline on the Primary Prevention of Cardiovascular Disease;Arnett K D;Circulation,2019

2. Comparison of modern risk scores in predicting operative mortality for patients undergoing aortic valve replacement for aortic stenosis;Yamaoka H;J. Cardiol, PII: S0914-5087(15) 00282--8.,2015

3. M P Rao S M Al-Khatib S D Pokorney etal (2017). Sudden Cardiac Death in Patients with Ischemic Heart Failure Undergoing Coronary Artery Bypass Grafting: Results from the STICH Randomized Clinical Trial (Surgical Treatment for Ischemic Heart Failure). Circulation 135(12). M P Rao S M Al-Khatib S D Pokorney et al. (2017). Sudden Cardiac Death in Patients with Ischemic Heart Failure Undergoing Coronary Artery Bypass Grafting: Results from the STICH Randomized Clinical Trial (Surgical Treatment for Ischemic Heart Failure). Circulation 135(12).

4. M N Karim C M Reid M Huq etal (2018). Predicting long-term survival after coronary artery bypass graft surgery. Interactive Cardiovascular Thoracic Surgery 26(2). M N Karim C M Reid M Huq et al. (2018). Predicting long-term survival after coronary artery bypass graft surgery. Interactive Cardiovascular Thoracic Surgery 26(2).

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