Machine Learning Prediction of Response to Cardiac Resynchronization Therapy
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Title
Machine Learning Prediction of Response to Cardiac Resynchronization Therapy
Authors
Keywords
-
Journal
Circulation-Arrhythmia and Electrophysiology
Volume 12, Issue 7, Pages -
Publisher
Ovid Technologies (Wolters Kluwer Health)
Online
2019-06-20
DOI
10.1161/circep.119.007316
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Related references
Note: Only part of the references are listed.- Machine Learning Algorithm Predicts Cardiac Resynchronization Therapy Outcomes
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- Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study
- (2018) John R. Zech et al. PLOS MEDICINE
- Effect of PR interval prolongation on long-term outcomes in patients with left bundle branch block vs non–left bundle branch block morphologies undergoing cardiac resynchronization therapy
- (2017) John Rickard et al. HEART RHYTHM
- Multiple Comorbidities and Response to Cardiac Resynchronization Therapy
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- Validation of a simple risk stratification tool for patients implanted with Cardiac Resynchronization Therapy: the VALID-CRT risk score
- (2015) Maurizio Gasparini et al. EUROPEAN JOURNAL OF HEART FAILURE
- Probability and magnitude of response to cardiac resynchronization therapy according to QRS duration and gender in nonischemic cardiomyopathy and LBBB
- (2014) Niraj Varma et al. HEART RHYTHM
- Strategies to improve cardiac resynchronization therapy
- (2014) Kevin Vernooy et al. Nature Reviews Cardiology
- Comparing two correlated C indices with right-censored survival outcome: a one-shot nonparametric approach
- (2014) Le Kang et al. STATISTICS IN MEDICINE
- Echocardiography-Guided Left Ventricular Lead Placement for Cardiac Resynchronization Therapy
- (2013) Samir Saba et al. Circulation-Heart Failure
- 2013 ACCF/AHA Guideline for the Management of Heart Failure
- (2013) Clyde W. Yancy et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Differential Response to Cardiac Resynchronization Therapy and Clinical Outcomes According to QRS Morphology and QRS Duration
- (2012) Matthias Dupont et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- pROC: an open-source package for R and S+ to analyze and compare ROC curves
- (2011) Xavier Robin et al. BMC BIOINFORMATICS
- Predictors of Response to Cardiac Resynchronization Therapy in the Multicenter Automatic Defibrillator Implantation Trial With Cardiac Resynchronization Therapy (MADIT-CRT)
- (2011) Ilan Goldenberg et al. CIRCULATION
- Cardiac Resynchronization Therapy Is More Effective in Women Than in Men
- (2011) Aysha Arshad et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- The Influence of Feature Selection Methods on Accuracy, Stability and Interpretability of Molecular Signatures
- (2011) Anne-Claire Haury et al. PLoS One
- Dyssynchrony by speckle-tracking echocardiography and response to cardiac resynchronization therapy: results of the Speckle Tracking and Resynchronization (STAR) study
- (2010) H. Tanaka et al. EUROPEAN HEART JOURNAL
- Characteristics of heart failure patients associated with good and poor response to cardiac resynchronization therapy: a PROSPECT (Predictors of Response to CRT) sub-analysis
- (2009) R. J. van Bommel et al. EUROPEAN HEART JOURNAL
- Magnetic resonance imaging and response to cardiac resynchronization therapy: relative merits of left ventricular dyssynchrony and scar tissue
- (2009) N. A. Marsan et al. EUROPEAN HEART JOURNAL
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