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Transcatheter Aortic Valve Replacement

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Automated anatomical intelligence: next-generation fusion imaging during structural heart interventions.

European heart journal 28329072
Artificial Intelligence Cardiac Imaging Techniques Cardiac Surgical Procedures Echocardiography, Transesophageal Fluoroscopy Humans Imaging, Three-Dimensional Multimodal Imaging Pacemaker, Artificial Software Transcatheter Aortic Valve Replacement
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Development and Application of a System Based on Artificial Intelligence for Transcatheter Aortic Prosthesis Selection.

Brazilian journal of cardiovascular surgery 30184037
INTRODUCTION: The interest in Expert systems has increased in the medical area. Some of them are employed even for diagnosis. With the variability of transcatheter prostheses, the most appropriate choice can be complex. This scenario reveals an enabl...
Aged Aged, 80 and over Artificial Intelligence Clinical Decision-Making Female Heart Valve Prosthesis Humans Male Reference Standards Reproducibility of Results Retrospective Studies Software Design Statistics, Nonparametric Transcatheter Aortic Valve Replacement
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Machine Learning Prediction Models for In-Hospital Mortality After Transcatheter Aortic Valve Replacement.

JACC. Cardiovascular interventions 31320027
OBJECTIVES: This study sought to develop and compare an array of machine learning methods to predict in-hospital mortality after transcatheter aortic valve replacement (TAVR) in the United States.
Aged Aged, 80 and over Clinical Decision-Making Databases, Factual Decision Support Techniques Female Hospital Mortality Humans Machine Learning Male Predictive Value of Tests Risk Assessment Risk Factors Transcatheter Aortic Valve Replacement Treatment Outcome United States
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Machine learning-based risk prediction of intrahospital clinical outcomes in patients undergoing TAVI.

Clinical research in cardiology : official journal of the German Cardiac Society 32583062
BACKGROUND: Currently, patient selection in TAVI is based upon a multidisciplinary heart team assessment of patient comorbidities and surgical risk stratification. In an era of increasing need for precision medicine and quickly expanding TAVI indicat...
Aged, 80 and over Aortic Valve Cause of Death Female Germany Heart Valve Diseases Hospital Mortality Humans Inpatients Machine Learning Male Morbidity Postoperative Complications Retrospective Studies Risk Assessment Risk Factors Survival Rate Time Factors Transcatheter Aortic Valve Replacement
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Performance of a Machine Learning Algorithm in Predicting Outcomes of Aortic Valve Replacement.

The Annals of thoracic surgery 32687831
BACKGROUND: This study evaluated the performance of a machine learning (ML) algorithm in predicting outcomes of surgical aortic valve replacement (SAVR).
Aged Algorithms Aortic Valve Aortic Valve Stenosis Education, Medical, Graduate Female Humans Machine Learning Male Prognosis ROC Curve Transcatheter Aortic Valve Replacement
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Usefulness of Semisupervised Machine-Learning-Based Phenogrouping to Improve Risk Assessment for Patients Undergoing Transcatheter Aortic Valve Implantation.

The American journal of cardiology 32941814
Semisupervised machine-learning methods are able to learn from fewer labeled patient data. We illustrate the potential use of a semisupervised automated machine-learning (AutoML) pipeline for phenotyping patients who underwent transcatheter aortic va...
Aged Aged, 80 and over Aortic Valve Stenosis Cohort Studies Female Humans Machine Learning Male Phenotype Risk Assessment Severity of Illness Index Transcatheter Aortic Valve Replacement Treatment Outcome
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Machine learning method for predicting pacemaker implantation following transcatheter aortic valve replacement.

Pacing and clinical electrophysiology : PACE 33433905
BACKGROUND: An accurate assessment of permanent pacemaker implantation (PPI) risk following transcatheter aortic valve replacement (TAVR) is important for clinical decision making. The aims of this study were to investigate the significance and utili...
Aged Aged, 80 and over Aortic Valve Stenosis Arrhythmias, Cardiac Female Forecasting Humans Logistic Models Machine Learning Male Pacemaker, Artificial Postoperative Complications Prosthesis Implantation Retrospective Studies Risk Assessment Transcatheter Aortic Valve Replacement
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Machine Learning Algorithms for Prediction of Permanent Pacemaker Implantation After Transcatheter Aortic Valve Replacement.

Circulation. Arrhythmia and electrophysiology 33685208
Action Potentials Aortic Valve Atrioventricular Block Cardiac Pacing, Artificial Decision Support Techniques Heart Rate Humans Machine Learning Pacemaker, Artificial Predictive Value of Tests Prospective Studies Retrospective Studies Risk Assessment Risk Factors Transcatheter Aortic Valve Replacement Treatment Outcome
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Predicting Infective Endocarditis After Transcatheter Aortic Valve Implantation Via a Risk Model.

The American journal of cardiology 33980414
Age Factors Endocarditis Female Humans Machine Learning Male Postoperative Complications Predictive Value of Tests Risk Factors Transcatheter Aortic Valve Replacement United States
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Deep learning-based prediction of early cerebrovascular events after transcatheter aortic valve replacement.

Scientific reports 34548574
Cerebrovascular events (CVE) are among the most feared complications of transcatheter aortic valve replacement (TAVR). CVE appear difficult to predict due to their multifactorial origin incompletely explained by clinical predictors. We aimed to build...
Aged Aged, 80 and over Deep Learning Female Humans Incidence Male Prospective Studies Risk Factors Stroke Tomography, X-Ray Computed Transcatheter Aortic Valve Replacement
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