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Clinical research in cardiology : official journal of the German Cardiac Society

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Performance of risk models to predict mortality risk for patients with heart failure: evaluation in an integrated health system.

Clinical research in cardiology : official journal of the German Cardiac Society Apr 2, 2024
BACKGROUND: Referral of patients with heart failure (HF) who are at high mortality risk for specialist evaluation is recommended. Yet, most tools for identifying such patients are difficult to implement in electronic health record (EHR) systems.
Female Risk Factors Aged Prognosis Retrospective Studies Electronic Health Records Risk Assessment Heart Failure Delivery of Health Care, Integrated Humans Survival Rate Machine Learning Male Middle Aged
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Predicting survival in heart failure: a risk score based on machine-learning and change point algorithm.

Clinical research in cardiology : official journal of the German Cardiac Society Jul 14, 2021
OBJECTIVE: Machine learning (ML) algorithm can improve risk prediction because ML can select features and segment continuous variables effectively unbiased. We generated a risk score model for mortality with ML algorithms in East-Asian patients with ...
Machine Learning Prognosis Republic of Korea Humans Risk Assessment Predictive Value of Tests Registries Heart Failure Survival Rate Male Middle Aged Female Aged
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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 Jun 24, 2020
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...
Cause of Death Morbidity Heart Valve Diseases Hospital Mortality Aortic Valve Inpatients Germany Transcatheter Aortic Valve Replacement Aged, 80 and over Survival Rate Male Risk Assessment Postoperative Complications Time Factors Retrospective Studies Female Risk Factors Humans Machine Learning
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Correlation of machine learning computed tomography-based fractional flow reserve with instantaneous wave free ratio to detect hemodynamically significant coronary stenosis.

Clinical research in cardiology : official journal of the German Cardiac Society Oct 29, 2019
BACKGROUND: Fractional flow reserve based on coronary CT angiography (CT-FFR) is gaining importance for non-invasive hemodynamic assessment of coronary artery disease (CAD). We evaluated the on-site CT-FFR with a machine learning algorithm (CT-FFR) f...
Humans Machine Learning Algorithms Follow-Up Studies Coronary Angiography Coronary Vessels Computed Tomography Angiography Aged Coronary Stenosis Prospective Studies Male Fractional Flow Reserve, Myocardial Prognosis Hemodynamics Female
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Remote vs. conventional navigation for catheter ablation of atrial fibrillation: insights from prospective registry data.

Clinical research in cardiology : official journal of the German Cardiac Society Aug 29, 2018
BACKGROUND: Robotic (RNS) or magnetic navigation systems (MNS) are available for remotely performed catheter ablation for atrial fibrillation (AF).
Atrial Fibrillation Heart Rate Catheter Ablation Fluoroscopy Surgery, Computer-Assisted Heart Conduction System Humans Equipment Design Prospective Studies Treatment Outcome Registries Follow-Up Studies Female Robotics Male Middle Aged
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Experience matters: long-term results of pulmonary vein isolation using a robotic navigation system for the treatment of paroxysmal atrial fibrillation.

Clinical research in cardiology : official journal of the German Cardiac Society Jul 22, 2015
BACKGROUND: Long-term results after circumferential pulmonary vein isolation (CPVI) for the treatment of paroxysmal atrial fibrillation (PAF) using a robotic navigation system (RNS) have not yet been reported.
Pulmonary Veins Middle Aged Time Factors Atrial Fibrillation Treatment Outcome Female Heart Atria Follow-Up Studies Aged Catheter Ablation Robotics Male Humans Fluoroscopy Prospective Studies
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