Article

Artificial intelligence-enhanced Electrocardiography Score for Perioperative Risk Assessment in Non-cardiac Surgery

2025-05-21

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background</h4> The role of electrocardiography (ECG) has been limited in the preoperative risk evaluation in noncardiac surgery due to its low prognostic value. Recent advances in artificial intelligence (AI) have enabled the extraction of subtle features from ECG that can be used in risk prediction. <h4>Objectives</h4> This study aimed to evaluate the utility of an AI-enabled ECG (QCG-Criti...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 3dcbcc34-7313-5c7d-b4d6-dfaa689e9921
DOI: 10.1101/2025.05.20.25328021

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Artificial intelligence-enhanced Electrocardiography Score for Perioperative Risk Assessment in Non-cardiac SurgeryDOI 10.1101/2025.05.20.25328021Read

Multitask Artificial Intelligence–Based Electrocardiogram Tool for Preoperative Cardiac Testing in Noncardiac Surgery: Retrospective Cohort Study of Health Care Utilization and CostsSemantic proximity Read

Predicting adverse outcomes after cardiac surgery using multi-task deep neural networks, clinical features, and electrocardiogramsSemantic proximity Read

Risk Prediction for Non-cardiac Surgery Using the 12-Lead Electrocardiogram: An Explainable Deep Learning ApproachSemantic proximity Read

Artificial intelligence–enabled electrocardiogram for mortality and cardiovascular risk estimation: An actionable, explainable and biologically plausible platformSemantic proximity Read

Artificial intelligence-based ECG reconstruction error as a continuous predictor of all-cause mortality: a multi-cohort retrospective validation studySemantic proximity Read

Perioperative Arrhythmias: Pathophysiology, Risk Stratification, Management, and Emerging Technologies—A Narrative Review Toward Personalized CareSemantic proximity Read

Deep learning-based ROSC prediction and ECG phenotyping in out-of-hospital cardiac arrest.Semantic proximity Read

Development and internal validation of the Low Cardiac Index Score: a simplified bedside tool for continuous intraoperative screeningSemantic proximity Read

A Reproducible Clinical Decision-Support Suite on MIMIC-IVSemantic proximity Read

Electrocardiogram-Based Deep Learning for Time-Resolved Prediction of Heart Failure With Reduced Ejection Fraction: A Multinational StudySemantic proximity Read

Artificial Intelligence-Enabled Electrocardiogram for Elevated Left Ventricular Filling PressureSemantic proximity Read

Development of an ensemble machine learning prognostic model to predict 60-day risk of major adverse cardiac events in adults with chest painSemantic proximity Read