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Cardiac Surgical Procedures

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Predicting the Development of Surgery-Related Pressure Injury Using a Machine Learning Algorithm Model.

The journal of nursing research : JNR Dec 21, 2020
BACKGROUND: Surgery-related pressure injury (SRPI) is a serious problem in patients who undergo cardiovascular surgery. Identifying patients at a high risk of SRPI is important for clinicians to recognize and prevent it expeditiously. Machine learnin...
Adult Male Middle Aged Risk Assessment Prospective Studies Female Risk Factors Aged Child ROC Curve Cardiac Surgical Procedures Pressure Ulcer Postoperative Complications Adolescent Cohort Studies Child, Preschool Humans Machine Learning Algorithms
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A conservative screening algorithm to determine candidacy for robotic mitral valve surgery.

The Journal of thoracic and cardiovascular surgery Dec 17, 2020
OBJECTIVE: Patient selection for robotically assisted mitral valve repair remains controversial. We assessed outcomes of a conservative screening algorithm developed to select patients with degenerative mitral valve disease for robotic surgery.
Humans Male Middle Aged Minimally Invasive Surgical Procedures Treatment Outcome Mitral Valve Insufficiency Robotics Robotic Surgical Procedures Retrospective Studies Cardiac Surgical Procedures Female Mitral Valve Aged
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Artificial intelligence in cardiothoracic surgery.

Minerva cardioangiologica Sep 29, 2020
The tremendous and rapid technological advances that humans have achieved in the last decade have definitely impacted how surgical tasks are performed in the operating room (OR). As a high-tech work environment, the contemporary OR has incorporated n...
Artificial Intelligence Cardiac Surgical Procedures Thoracic Surgical Procedures Humans
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Accessory neuropathy after minimally invasive robotic mitral valve repair: Further evidence to support an inflammatory etiology.

Clinical anatomy (New York, N.Y.) Aug 31, 2020
Humans Treatment Outcome Robotics Minimally Invasive Surgical Procedures Robotic Surgical Procedures Cardiac Surgical Procedures Mitral Valve
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Machine learning improves mortality risk prediction after cardiac surgery: Systematic review and meta-analysis.

The Journal of thoracic and cardiovascular surgery Aug 10, 2020
BACKGROUND: Interest in the usefulness of machine learning (ML) methods for outcomes prediction has continued to increase in recent years. However, the advantage of advanced ML model over traditional logistic regression (LR) remains controversial. We...
Logistic Models Bayes Theorem Cardiac Surgical Procedures Humans Machine Learning Prognosis
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Prediction of the development of acute kidney injury following cardiac surgery by machine learning.

Critical care (London, England) Jul 31, 2020
BACKGROUND: Cardiac surgery-associated acute kidney injury (CSA-AKI) is a major complication that results in increased morbidity and mortality after cardiac surgery. Most established prediction models are limited to the analysis of nonlinear relation...
Risk Assessment Postoperative Complications ROC Curve Models, Statistical Cardiac Surgical Procedures Reproducibility of Results Aged Male Middle Aged Retrospective Studies Acute Kidney Injury Female Humans Machine Learning
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A Shifting Paradigm in Robotic Heart Surgery: From Single-Procedure Approach to Establishing a Robotic Heart Center of Excellence.

Innovations (Philadelphia, Pa.) May 8, 2020
Aortic Valve Robotics Minimally Invasive Surgical Procedures Robotic Surgical Procedures Cardiac Surgical Procedures Coronary Artery Bypass, Off-Pump Cardiac Resynchronization Therapy Arrhythmias, Cardiac Congenital Abnormalities Humans Tricuspid Valve Myocardial Bridging Atrial Fibrillation Endoscopy Coronary Artery Bypass Lead Poisoning Pericardiectomy Mitral Valve Nobel Prize History, 20th Century Cardiomyopathy, Hypertrophic Patient Positioning History, 21st Century Myocardial Revascularization
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Robotic Cardiac Surgery Part II: Anesthetic Considerations for Robotic Coronary Artery Bypass Grafting.

Journal of cardiothoracic and vascular anesthesia Nov 14, 2019
Coronary artery bypass grafting represents one of the most commonly performed cardiac surgeries worldwide. Recently, interest has increased in providing patients with a less invasive approach to cardiac surgery, such as thoracotomy and endoscopic tec...
Cardiac Surgical Procedures Humans Treatment Outcome Coronary Artery Bypass Robotics Anesthetics Minimally Invasive Surgical Procedures Robotic Surgical Procedures
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Predictive Utility of a Machine Learning Algorithm in Estimating Mortality Risk in Cardiac Surgery.

The Annals of thoracic surgery Nov 7, 2019
BACKGROUND: This study evaluated the predictive utility of a machine learning algorithm in estimating operative mortality risk in cardiac surgery.
Cardiac Surgical Procedures Pennsylvania Male Risk Assessment ROC Curve Humans Female Machine Learning Risk Factors Algorithms Aged Prognosis Survival Rate Retrospective Studies
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A case of robotic assisted percutaneous coronary intervention of the left main coronary artery in a patient with very late baffle stenosis after surgical correction of anomalous left coronary artery from the pulmonary artery.

Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions Jun 27, 2019
A 34-year-old woman with history of surgical correction (Takeuchi procedure) of anomalous left coronary artery from the pulmonary artery (ALCAPA) presented with reduced left ventricular ejection fraction of 48% and severe ischemia quantified as 21% b...
Drug-Eluting Stents Treatment Outcome Humans Therapy, Computer-Assisted Angioplasty, Balloon, Coronary Robotics Female Coronary Stenosis Bland White Garland Syndrome Cardiac Surgical Procedures Adult Pulmonary Artery Coronary Vessels
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