AIMC Topic: Percutaneous Coronary Intervention

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Machine Learning on High-Dimensional Data to Predict Bleeding Post Percutaneous Coronary Intervention.

The Journal of invasive cardiology May 1, 2020
INTRODUCTION: The purpose of the current study is to determine the accuracy of machine learning in predicting bleeding outcomes post percutaneous coronary intervention (PCI) in comparison with the American College of Cardiology CathPCI bleeding risk ...
Machine Learning Retrospective Studies Female Risk Factors Humans United States Treatment Outcome Registries Percutaneous Coronary Intervention Aged Male Middle Aged Risk Assessment
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Virtual fractional flow reserve and virtual coronary stent guided percutaneous coronary intervention.

Cardiology journal Jan 1, 2020
Coronary Stenosis Fractional Flow Reserve, Myocardial Cineangiography Aged Humans Male Machine Learning Treatment Outcome Coronary Angiography Predictive Value of Tests Radiographic Image Interpretation, Computer-Assisted Percutaneous Coronary Intervention Stents
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Recognition of Endovascular Manipulations using Recurrent Neural Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
The ability to accurately recognize elementary surgical gestures is a stepping stone to automated surgical assessment and surgical training. In this paper, a long short-term memory (LSTM) recurrent neural network is applied to the task of recognizing...
Recognition, Psychology Neural Networks, Computer Gestures Percutaneous Coronary Intervention
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Detection and Classification of Chronic Total Occlusion lesions using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Cardiovascular disease (CVD) is one of the diseases with the highest mortality rate in modern society, while chronic total occlusion (CTO) is the initial factor that influences the success rate of percutaneous coronary intervention (PCI), which is on...
Humans Risk Factors Deep Learning Percutaneous Coronary Intervention Coronary Occlusion Treatment Outcome Chronic Disease Coronary Angiography
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Determinants of In-Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach.

Journal of the American Heart Association Mar 5, 2019
Background The ability to accurately predict the occurrence of in-hospital death after percutaneous coronary intervention is important for clinical decision-making. We sought to utilize the New York Percutaneous Coronary Intervention Reporting System...
Registries Percutaneous Coronary Intervention Coronary Artery Disease Data Mining Middle Aged Hospital Mortality Treatment Outcome Age Factors New York Humans Machine Learning Databases, Factual Female Risk Factors Aged Male Stroke Volume
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Robotic PCI: Evolving from novel toward non-inferior.

Catheterization and cardiovascular interventions : official journal of the Society for Cardiac Angiography & Interventions Mar 1, 2019
Robotic-assisted PCI appears to be safe and feasible in both simple and complex lesions. In this small cohort study, analysis of manual versus robotic PCI suggests comparable clinical outcomes. Further adequately powered, randomized, multicenter stud...
Cohort Studies Robotics Robotic Surgical Procedures Percutaneous Coronary Intervention
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Prognostic Value of NT-proBNP in Stable Coronary Artery Disease in Chinese Patients after Percutaneous Coronary Intervention in the Drug-eluting Stent Era.

Biomedical and environmental sciences : BES Dec 1, 2018
OBJECTIVE: The predictive value of N-terminal pro-brain natriuretic peptide (NT-proBNP) in patients with stable coronary artery disease (SCAD) in the drug-eluting stent era is not yet clear. We aimed to evaluate the prognostic value of NT-proBNP in S...
Humans Prognosis Female Natriuretic Peptide, Brain Aged Kaplan-Meier Estimate Male Peptide Fragments Drug-Eluting Stents Middle Aged Percutaneous Coronary Intervention China Coronary Artery Disease ROC Curve Asian People
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Proton pump inhibitors receiving and prognosis of patients after scheduled percutaneous coronary interventions.

Terapevticheskii arkhiv Sep 20, 2018
AIM: The urgency of the study is determined by the lack of data necessary in order to assess the safety of prolonged use of proton pump inhibitors (PPI) in patients with IHD combined with anti-aggregant therapy. The aim of the study was to study the ...
Myocardial Ischemia Platelet Aggregation Inhibitors Proton Pump Inhibitors Risk Adjustment Registries Percutaneous Coronary Intervention Coronary Restenosis Acute Coronary Syndrome Drug Therapy, Combination Gastrointestinal Hemorrhage Russia Female Long Term Adverse Effects Aged Male Middle Aged Humans Prospective Studies Prognosis
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[Comparison of outcomes of two minimally invasive approaches for multi-vessel coronary revascularization].

Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences Dec 18, 2017
OBJECTIVE: To compare the safety and effectiveness of two minimally invasive approaches for multi-vessel coronary revascularization.
Coronary Angiography Percutaneous Coronary Intervention Coronary Artery Disease Coronary Artery Bypass Mammary Arteries Myocardial Revascularization Humans Time Factors Treatment Outcome Minimally Invasive Surgical Procedures
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Demonstration of the Safety and Feasibility of Robotically Assisted Percutaneous Coronary Intervention in Complex Coronary Lesions: Results of the CORA-PCI Study (Complex Robotically Assisted Percutaneous Coronary Intervention).

JACC. Cardiovascular interventions Jul 10, 2017
OBJECTIVES: The aims of this study were to evaluate the feasibility and technical success of robotically assisted percutaneous coronary intervention (R-PCI) for the treatment of coronary artery disease (CAD) in clinical practice, especially in comple...
Humans Female Radiation Dosage Radiography, Interventional Coronary Angiography Propensity Score Registries Time Factors Fluoroscopy Logistic Models Percutaneous Coronary Intervention Treatment Outcome Coronary Artery Disease Robotics Feasibility Studies Aged Stents Male Chi-Square Distribution Middle Aged Case-Control Studies
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