4.6 Article

Prediction of low cardiac output syndrome in patients following cardiac surgery using machine learning

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Cardiac & Cardiovascular Systems

Risk factors, resource use, and cost of postoperative low cardiac output syndrome

Andra E. Duncan et al.

Summary: This study examines the incidence and risk factors of low cardiac output syndrome after cardiac surgery, as well as its association with postoperative outcomes. The results show that patients who develop low cardiac output syndrome have higher mortality rates, increased resource utilization and healthcare costs, and higher readmission rates.

JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY (2022)

Article Anesthesiology

Intraoperative venous congestion rather than hypotension is associated with acute adverse kidney events after cardiac surgery: a retrospective cohort study

Lihai Chen et al.

Summary: This study found that venous congestion is associated with acute kidney injury and disease in patients undergoing cardiac surgery, while intraoperative hypotension is not associated with the development of acute kidney disease.

BRITISH JOURNAL OF ANAESTHESIA (2022)

Article Anesthesiology

Right Ventricular Longitudinal Strain Predicts Low-Cardiac- Output Syndrome After Surgical Aortic Valve Replacement in Patients With Preserved and Mid-range Ejection Fraction

Edith L. Posada-Martinez et al.

Summary: The study found that right ventricular free wall longitudinal strain can serve as a predictor of low-cardiac-output syndrome after surgical aortic valve replacement, with a high sensitivity and specificity in identifying patients at increased risk.

JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA (2021)

Article Critical Care Medicine

Surviving sepsis campaign: international guidelines for management of sepsis and septic shock 2021

Laura Evans et al.

INTENSIVE CARE MEDICINE (2021)

Article Anesthesiology

Intraoperative Hypotension Is Associated With Adverse Clinical Outcomes After Noncardiac Surgery

Anne Gregory et al.

Summary: Intraoperative hypotension is common during noncardiac surgery and is significantly associated with an increased risk of major adverse cardiac or cerebrovascular events within 30 days postoperatively. The severity of hypotension is directly related to the increased risk of adverse outcomes, highlighting the importance of monitoring and preventing hypotension in the operating room for all age groups.

ANESTHESIA AND ANALGESIA (2021)

Article Anesthesiology

Quantitative Transthoracic Echocardiography of the Response to Dobutamine in Cardiac Surgery Patients With Low Cardiac Output Syndrome

Iratxe Zarragoikoetxea et al.

JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA (2020)

Article Cardiac & Cardiovascular Systems

Levosimendan Reduces Mortality and Low Cardiac Output Syndrome in Cardiac Surgery

Carolyn Weber et al.

THORACIC AND CARDIOVASCULAR SURGEON (2020)

Article Multidisciplinary Sciences

Study of cardiovascular disease prediction model based on random forest in eastern China

Li Yang et al.

SCIENTIFIC REPORTS (2020)

Article Medicine, Research & Experimental

Predicting 30-days mortality for MIMIC-III patients with sepsis-3: a machine learning approach using XGboost

Nianzong Hou et al.

JOURNAL OF TRANSLATIONAL MEDICINE (2020)

Review Medicine, General & Internal

Brief introduction of medical database and data mining technology in big data era

Jin Yang et al.

JOURNAL OF EVIDENCE BASED MEDICINE (2020)

Article Cardiac & Cardiovascular Systems

Trends, Predictors, and Outcomes of Temporary Mechanical Circulatory Support for Postcardiac Surgery Cardiogenic Shock

Saraschandra Vallabhajosyula et al.

AMERICAN JOURNAL OF CARDIOLOGY (2019)

Review Critical Care Medicine

The pulmonary artery catheter: is it still alive?

Daniel De Backer et al.

CURRENT OPINION IN CRITICAL CARE (2018)

Review Cardiac & Cardiovascular Systems

Does the Use of a Pulmonary Artery Catheter Make a Difference During or After Cardiac Surgery?

Corey Joseph et al.

HEART LUNG AND CIRCULATION (2018)

Article Computer Science, Theory & Methods

Step away from stepwise

Gary Smith

JOURNAL OF BIG DATA (2018)

Article Anesthesiology

Impact of Intraoperative Hypotension During Cardiopulmonary Bypass on Acute Kidney Injury After Coronary Artery Bypass Grafting

Thijs C. D. Rettig et al.

JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA (2017)

Review Anesthesiology

Low-Cardiac-Output Syndrome After Cardiac Surgery

Vladimir V. Lomivorotov et al.

JOURNAL OF CARDIOTHORACIC AND VASCULAR ANESTHESIA (2017)

Article Medical Informatics

Nearest neighbor imputation algorithms: a critical evaluation

Lorenzo Beretta et al.

BMC MEDICAL INFORMATICS AND DECISION MAKING (2016)

Article Cardiac & Cardiovascular Systems

Management of the Low Cardiac Output Syndrome Following Surgery for Congenital Heart Disease

Heather K. Chandler et al.

CURRENT CARDIOLOGY REVIEWS (2016)

Review Genetics & Heredity

From big data analysis to personalized medicine for all: challenges and opportunities

Akram Alyass et al.

BMC MEDICAL GENOMICS (2015)

Article Cardiac & Cardiovascular Systems

Predictors of Low Cardiac Output Syndrome After Isolated Coronary Artery Bypass Grafting

WenJun Ding et al.

INTERNATIONAL HEART JOURNAL (2015)

Article Cardiac & Cardiovascular Systems

Maintenance of adult cardiac function requires the chromatin factor Asxl2

Hsiao-Lei Lai et al.

JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY (2012)

Article Cardiac & Cardiovascular Systems

Predictors of Low Cardiac Output Syndrome After Isolated Coronary Artery Bypass Surgery: Trends Over 20 Years

Khaled D. Algarni et al.

ANNALS OF THORACIC SURGERY (2011)

Article Computer Science, Interdisciplinary Applications

Feature Selection with the Boruta Package

Miron B. Kursa et al.

JOURNAL OF STATISTICAL SOFTWARE (2010)

Review Cardiac & Cardiovascular Systems

Management of perioperative low cardiac output state without extracorporeal life support: What is feasible

Girish Kumar et al.

ANNALS OF PEDIATRIC CARDIOLOGY (2010)

Article Cardiac & Cardiovascular Systems

Predictors of low cardiac output syndrome after isolated aortic valve surgery

MD Maganti et al.

CIRCULATION (2005)