Optimizing Cardiac Surgery Risk Prediction: An Machine Learning Approach with Counterfactual Explanations
D Qin, M Liu, Z Chen, Q Lei - International Conference on Intelligent …, 2023 - Springer
Postoperative complications after cardiac surgery can be severe and even fatal, making it a
high-risk procedure. Predicting surgical risk can guide the effective formulation of treatment …
high-risk procedure. Predicting surgical risk can guide the effective formulation of treatment …
The predictive values of EuroSCORE of early mortality in coronary artery bypass grafting patients
Objective To verify the predictive value of EuroSCORE of early mortality in coronary artery
bypass grafting (CABG) patients. Method From January 2005 to March 2007, 310 …
bypass grafting (CABG) patients. Method From January 2005 to March 2007, 310 …
Machine learning‐based prediction of 1‐year mortality in hypertensive patients undergoing coronary revascularization surgery
Background Machine learning (ML) has shown promising results in all fields of medicine,
including preventive cardiology. Hypertensive patients are at higher risk of mortality after …
including preventive cardiology. Hypertensive patients are at higher risk of mortality after …
Machine learning to predict outcomes and cost by phase of care after coronary artery bypass grafting
R Zea-Vera, CT Ryan, J Havelka, SJ Corr… - The Annals of thoracic …, 2022 - Elsevier
Background Machine learning may enhance prediction of outcomes after coronary artery
bypass grafting (CABG). We sought to develop and validate a dynamic machine learning …
bypass grafting (CABG). We sought to develop and validate a dynamic machine learning …
[HTML][HTML] Validation of EuroSCORE II in patients undergoing coronary artery bypass grafting (CABG) surgery at the National Heart Institute, Kuala Lumpur: a …
AF Musa, XP Cheong, J Dillon, RB Nordin - F1000Research, 2018 - ncbi.nlm.nih.gov
Background: The European System for Cardiac Operative Risk (EuroSCORE) II was
developed in 2011 to replace the aging EUROScore for predicting in-house mortality after …
developed in 2011 to replace the aging EUROScore for predicting in-house mortality after …
External validation of the European System for Cardiac Operative Risk Evaluation II in a Tunisian population
C El Hadj Sidi, I Mgarrech, A Tarmiz… - Journal of Cardiac …, 2019 - Wiley Online Library
Objective The main objective of this study is to evaluate the performance of the predictive
model (EuroSCORE II) on a Tunisian population to validate its use in our country. Methods …
model (EuroSCORE II) on a Tunisian population to validate its use in our country. Methods …
[HTML][HTML] Validation of the European system for cardiac operative risk evaluation II in a large Taiwan cardiac surgical centre
SY Fang, JW Chen, HW Chou, CY Chan, IH Wu… - Journal of the Formosan …, 2023 - Elsevier
Background The European System for Cardiac Operative Risk Evaluation (EuroSCORE II) is
a well-established scoring system for predicting mortality in cardiac surgery. This system …
a well-established scoring system for predicting mortality in cardiac surgery. This system …
Early mortality in coronary bypass surgery: the EuroSCORE versus The Society of Thoracic Surgeons risk algorithm
BACKGROUND: We compare two widely used risk algorithms for coronary bypass surgery:
The European System for Cardiac Operative Risk Evaluation (EuroSCORE) and The Society …
The European System for Cardiac Operative Risk Evaluation (EuroSCORE) and The Society …
Applications of machine learning for coronary artery bypass grafting: correspondence
MR Zabihi, M Akhoondian, N Norouzkhani… - … Journal of Surgery, 2023 - journals.lww.com
Coronary artery bypass grafting (CABG) is a typical surgical procedure for treating coronary
heart disease by using autologous arteries or veins as grafts to bypass coronary arteries …
heart disease by using autologous arteries or veins as grafts to bypass coronary arteries …
[HTML][HTML] Probabilistic Model for Prediction of Prognostics in Myocardial Revascularization: Complications in Coronary Surgery
VJC Viana, FC Argolo, NAM Ribeiro… - International Journal of …, 2017 - SciELO Brasil
Introduction: Risk scores evaluate pre-operatory risk and present support for clinical
decisions, however the performance of these tools in samples different from the original …
decisions, however the performance of these tools in samples different from the original …