Systematic meta-review of prediction studies demonstrates stable trends in bias and low PROBAST inter-rater agreement
Objectives To 1) explore trends of risk of bias (ROB) in prediction research over time
following key methodological publications, using the Prediction model Risk Of Bias …
following key methodological publications, using the Prediction model Risk Of Bias …
Comparison of machine learning techniques in prediction of mortality following cardiac surgery: analysis of over 220 000 patients from a large national database
OBJECTIVES To perform a systematic comparison of in-hospital mortality risk prediction post-
cardiac surgery, between the predominant scoring system—European System for Cardiac …
cardiac surgery, between the predominant scoring system—European System for Cardiac …
The performance of EuroSCORE II in CABG patients in relation to sex, age, and surgical risk: a nationwide study in 14,118 patients
M Silverborn, S Nielsen, M Karlsson - Journal of Cardiothoracic Surgery, 2023 - Springer
Background To determine the discriminative accuracy and calibration of EuroSCORE II in
relation to age, sex, and surgical risk in a large nationwide coronary artery bypass grafting …
relation to age, sex, and surgical risk in a large nationwide coronary artery bypass grafting …
Cardiac surgery risk prediction using ensemble machine learning to incorporate legacy risk scores: A benchmarking study
Objective The introduction of new clinical risk scores (eg European System for Cardiac
Operative Risk Evaluation (EuroSCORE) II) superseding original scores (eg EuroSCORE I) …
Operative Risk Evaluation (EuroSCORE) II) superseding original scores (eg EuroSCORE I) …
[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 …
[PDF][PDF] Postoperative infection-related mortality and lymphocyte-to-C-reactive protein ratio in patients undergoing on-pump cardiac surgery: a novel predictor of …
OBJECTIVE: This study aims to investigate the relationship between postoperative infection-
related mortality and lymphocyte-to-C-reactive protein ratio (LCR), a newly defined …
related mortality and lymphocyte-to-C-reactive protein ratio (LCR), a newly defined …
Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery
B Ribeiro, I Curioso, R Santos… - EPIA Conference on …, 2023 - Springer
Predicting post-discharge complications in cardiothoracic surgery is of utmost importance to
improve clinical outcomes. Machine Learning (ML) techniques have been successfully …
improve clinical outcomes. Machine Learning (ML) techniques have been successfully …
[HTML][HTML] Periprocedural adverse events after revascularisation: the importance of getting off to a good start
M Gaudino, A Dimagli - EuroIntervention, 2023 - ncbi.nlm.nih.gov
In this issue of the journal, Kotoku et al shed light on the association between periprocedural
major adverse events (PMAE) and long-term mortality in patients undergoing coronary artery …
major adverse events (PMAE) and long-term mortality in patients undergoing coronary artery …
An Ensemble approach for Ensemble-Modelled Cardiac Surgery Risk Evaluation, Data Usage and Clinical Interpretability
G Angelini, T Dong, S Sinha, B Zhai, D Fudulu… - 2022 - researchsquare.com
Risk stratification plays a major role in the clinical decision-making process, patient consent
and clinical governance analysis. However, the calibration of current risk scores (eg …
and clinical governance analysis. However, the calibration of current risk scores (eg …
Preditores da Velocidade da Marcha e Fatores Associados ao Estado Funcional em Pacientes no Pósoperatório de Cirurgia Cardíaca: Uma Coorte Prospectiva
MCM Novais - 2022 - repositorio.ufba.br
Introdução–A cirurgia cardíaca pode ocasionar impactos na função física. Nesse contexto, o
conhecimento dos fatores que impactam na velocidade da marcha e no estado funcional …
conhecimento dos fatores que impactam na velocidade da marcha e no estado funcional …