AIMC Topic: Coronary Artery Bypass

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Machine learning-based model development for predicting risk factors of prolonged intra-aortic balloon pump therapy in patients with coronary artery bypass grafting.

Journal of cardiothoracic surgery Jun 26, 2024
Machine learning algorithms are frequently used to clinical risk prediction. Our study was designed to predict risk factors of prolonged intra-aortic balloon pump (IABP) use in patients with coronary artery bypass grafting (CABG) through developing m...
Retrospective Studies Female Risk Factors Aged Humans Machine Learning Time Factors Coronary Artery Disease Coronary Artery Bypass Intra-Aortic Balloon Pumping Male Middle Aged Risk Assessment
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Machine learning prediction of hospitalization costs for coronary artery bypass grafting operations.

Surgery May 16, 2024
BACKGROUND: With the steady rise in health care expenditures, the examination of factors that may influence the costs of care has garnered much attention. Although machine learning models have previously been applied in health economics, their applic...
Hospitalization Hospital Costs Aged Male United States Coronary Artery Bypass Middle Aged Length of Stay Humans Databases, Factual Machine Learning Female
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Prediction of coronary artery bypass graft outcomes using a single surgical note: An artificial intelligence-based prediction model study.

PloS one Apr 25, 2024
BACKGROUND: Healthcare providers currently calculate risk of the composite outcome of morbidity or mortality associated with a coronary artery bypass grafting (CABG) surgery through manual input of variables into a logistic regression-based risk calc...
Natural Language Processing Coronary Artery Bypass Humans Artificial Intelligence Female Middle Aged Treatment Outcome Aged Male
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Machine learning in risk prediction of continuous renal replacement therapy after coronary artery bypass grafting surgery in patients.

Clinical and experimental nephrology Mar 27, 2024
OBJECTIVES: This study aimed to develop machine learning models for risk prediction of continuous renal replacement therapy (CRRT) following coronary artery bypass grafting (CABG) surgery in intensive care unit (ICU) patients.
Machine Learning Retrospective Studies Continuous Renal Replacement Therapy Acute Kidney Injury Humans Aged Male Middle Aged Risk Assessment Intensive Care Units Female Risk Factors ROC Curve Bayes Theorem Coronary Artery Bypass
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Robot-Assisted Minimally Invasive Multivessel Coronary Bypass Guided by Computerized Tomography.

Innovations (Philadelphia, Pa.) Dec 19, 2023
OBJECTIVE: Robot-assisted minimally invasive coronary bypass surgery is one of the least invasive approaches that offers multivessel revascularization and accelerated recovery. We investigated the benefits of computed tomography angiography (CTA) gui...
Coronary Vessels Humans Thoracotomy Tomography, X-Ray Computed Male Coronary Artery Bypass Treatment Outcome Female Middle Aged Robotics Aged Minimally Invasive Surgical Procedures
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Heterogeneous treatment effects of coronary artery bypass grafting in ischemic cardiomyopathy: A machine learning causal forest analysis.

The Journal of thoracic and cardiovascular surgery Sep 15, 2023
OBJECTIVES: We aim to evaluate the heterogeneous treatment effects of coronary artery bypass grafting in patients with ischemic cardiomyopathy and to identify a group of patients to have greater benefits from coronary artery bypass grafting compared ...
Machine Learning Female Risk Factors Ventricular Function, Left Stroke Volume Aged Male Humans Treatment Effect Heterogeneity Age Factors Middle Aged Coronary Artery Bypass Myocardial Ischemia Risk Assessment Cardiomyopathies Treatment Outcome
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Artificial Intelligence and Big Data Technologies in the Construction of Surgical Risk Prediction Model for Patients with Coronary Artery Bypass Grafting.

Computational intelligence and neuroscience Jul 7, 2023
The objective of this work was to predict the risk of mortality rate in patients with coronary artery bypass grafting (CABG) based on the risk prediction model of CABG using artificial intelligence (AI) and big data technologies. The clinical data of...
Coronary Artery Bypass Big Data Humans ROC Curve Artificial Intelligence Heart Diseases Risk Assessment
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Extrathoracic Internal Thoracic Artery 20 Years After Robotic Coronary Bypass.

Circulation. Cardiovascular imaging Jun 7, 2023
Coronary Artery Bypass Mammary Arteries Humans Coronary Angiography Treatment Outcome Robotic Surgical Procedures Robotics Coronary Artery Disease
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Applications of machine learning for coronary artery bypass grafting: correspondence.

International journal of surgery (London, England) Mar 1, 2023
Coronary Artery Bypass Humans Machine Learning Treatment Outcome
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Mastering the Learning Curve for Robotic-Assisted Coronary Artery Bypass Surgery.

The Annals of thoracic surgery Feb 26, 2023
BACKGROUND: Previous studies have evaluated the learning curve to achieve competency in robotic-assisted coronary artery bypass grafting (CABG) but have not identified thresholds for mastery. Robotic-assisted CABG is a minimally invasive alternative ...
Robotic Surgical Procedures Humans Treatment Outcome Male Coronary Artery Disease Female Coronary Artery Bypass Retrospective Studies Middle Aged Robotics Learning Curve Aged Minimally Invasive Surgical Procedures
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