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] Daytime and outcomes after cardiac surgery: systematic review and metaanalysis, insights from a large UK database review and post-hoc trial analysis
Background Several studies have suggested a variation of myocardial tolerance to
ischaemia depending on the daytime of surgery. To test this hypothesis, we conducted a …
ischaemia depending on the daytime of surgery. To test this hypothesis, we conducted a …
Machine learning applied to a Cardiac Surgery Recovery Unit and to a Coronary Care Unit for mortality prediction
B Nistal-Nuño - Journal of clinical monitoring and computing, 2022 - Springer
Most established severity-of-illness systems used for prediction of intensive care unit (ICU)
mortality were developed targeted at the general ICU population, based on logistic …
mortality were developed targeted at the general ICU population, based on logistic …
Risk factors of in-hospital mortality for isolated on-pump coronary artery bypass graft surgery in the northeast of Iran from 2007 to 2016
Background and objective Coronary artery bypass graft (CABG) surgery is the most common
cardiac surgery worldwide. The reported mortality rates for this operation vary greatly. We …
cardiac surgery worldwide. The reported mortality rates for this operation vary greatly. We …
Deep recurrent reinforced learning model to compare the efficacy of targeted local versus national measures on the spread of COVID-19 in the UK
Objectives To prevent the emergence of new waves of COVID-19 caseload and associated
mortalities, it is imperative to understand better the efficacy of various control measures on …
mortalities, it is imperative to understand better the efficacy of various control measures on …
The Health Impact of Waiting for Elective Procedures in the NHS in England: A Modeling Framework Applied to Coronary Artery Bypass Graft and Total Hip …
Introduction The aim of this study is to demonstrate a practical framework that can be applied
to estimate the health impact of changes in waiting times across a range of elective …
to estimate the health impact of changes in waiting times across a range of elective …
Performance drift is a major barrier to the safe use of machine learning in cardiac surgery
ABSTRACT Objectives The Society of Thoracic Surgeons (STS), and EuroSCORE II (ES II)
risk scores, are the most commonly used risk prediction models for adult cardiac surgery …
risk scores, are the most commonly used risk prediction models for adult cardiac surgery …
Socioeconomic status is associated with pediatric adenotonsillectomy outcomes: A single institution study
D Fenton, R Dimitroyannis, L Petrauskas… - International Journal of …, 2024 - Elsevier
Objective Our institution serves a diverse patient population across a large metropolitan city.
Literature has shown pediatric otolaryngology patients with lower socioeconomic status …
Literature has shown pediatric otolaryngology patients with lower socioeconomic status …
Kolkata-Coventry comparative registry study of acute heart failure: an insight into the impact of public, private and universal health systems on patient outcomes in low …
Introduction Survival gaps in acute heart failure (AHF) continue to expand globally.
Multinational heart failure (HF) registries have highlighted variations between countries …
Multinational heart failure (HF) registries have highlighted variations between countries …
Elective surgery waiting time prioritisation to improve population health gains and reduce health inequalities
IntroductionWaiting times for elective procedures in the National Health Service (NHS) in
England have been increasing over time. If decision makers wish to prioritise efforts to …
England have been increasing over time. If decision makers wish to prioritise efforts to …