Machine learning algorithms for predicting mortality after coronary artery bypass grafting

A Khalaji, AH Behnoush, M Jameie, A Sharifi… - Frontiers in …, 2022 - frontiersin.org
… for cardiac operative risk calculation (Euro-SCORE I and II) and … in our study, to have an
equal number of outcomes. The … been developed to predict the prognosis of CABG, with growing …

[HTML][HTML] Machine learning improves mortality risk prediction after cardiac surgery: systematic review and meta-analysis

U Benedetto, A Dimagli, S Sinha, L Cocomello… - The Journal of thoracic …, 2022 - Elsevier
… disease, 23 a combination of CABG and valve surgery, 15 and … using EuroSCORE II 2 and
the STS-Predicted Risk of … = 4, nonuninformative normal prior for the mean equal to 0 and a …

Failure to achieve a satisfactory cardiac outcome after isolated coronary surgery in low-risk patients

AS Rubino, F Nicolini, T Tauriainen… - Interactive …, 2020 - academic.oup.com
after cardiac surgery, even in patients with a predicted low … patients after isolated coronary
artery bypass grafting (CABG… excluded from this analysis if their EuroSCORE II was ≥2% or if …

[HTML][HTML] Survival and quality of life after transcatheter aortic valve implantation relative to the general population

JM Zelis, M van't Veer, S Houterman, NHJ Pijls… - IJC Heart & …, 2020 - Elsevier
… the relationship between observed and expected survival [14]. … The percentage EuroScore,
reflecting procedural risk, was … or without concomitant coronary artery bypass grafting. The …

Social and emotional factors as predictors of poor outcomes following cardiac surgery

PF Cromhout, LC Thygesen, P Moons… - Interactive …, 2022 - academic.oup.com
… project aimed at supplementing prediction by EuroSCORE [7]… EuroSCORE. Due to a lack of
implementation of the updated … increase long-term survival significantly after CABG (OR 2.49; …

[HTML][HTML] Development of machine learning models for mortality risk prediction after cardiac surgery

Y Fan, J Dong, Y Wu, M Shen, S Zhu, X He… - Cardiovascular …, 2022 - ncbi.nlm.nih.gov
… data records required to calculate EuroSCORE and STS, we … were isolated coronary artery
bypass grafting (CABG) (46.5%)… for 2 patients who were correctly predicted as survival (A) or …

MAGGIC, STS, and EuroSCORE II risk score comparison after aortic and mitral valve surgery

DX Zhuo, KC Bilchick, KP Shah, NK Mehta… - Journal of cardiothoracic …, 2021 - Elsevier
… to both STS and EuroSCORE II risk prediction models with … Kaplan-Meier survival curves
were generated for the overall … concurrent coronary artery bypass grafting (CABG) with their …

On-line risk prediction models for acute type A aortic dissection surgery: validation of the German Registry of Acute Aortic Dissection Type A score and the European …

DG Nežić, IS Živković, MD Miličić… - European Journal of …, 2022 - academic.oup.com
survival outcomes include the Brier score to indicate overall … ratio equals 1 (the observed
mortality equals the expected … the EuroSCORE II versus the GERAADA score in the prediction

Accuracy of the Logistic EuroSCORE in Predicting Long-Term Survival Following Isolated Aortic Valve Replacement

F Hedayat, A Walker - World Journal of Cardiovascular Surgery, 2022 - clok.uclan.ac.uk
EuroSCORE (aES), involving simple bedside calculations. In 2003, the logistic EuroSCORE
(… high-risk patients, ie, patients with a score greater than or equal to six points [5] [6]. The low- …

Cardiac surgery risk prediction using ensemble machine learning to incorporate legacy risk scores: A benchmarking study

T Dong, S Sinha, B Zhai, DP Fudulu, J Chan… - Digital …, 2023 - journals.sagepub.com
… from EuroSCORE I legacy data with EuroSCORE II data to predict … Sharp dataset drifts were
observed for the Single non-CABGSince our models utilise a weighted average with equal