Machine Learning in Cardiac Imaging: Exploring the Art of Cluster Analysis
Author:
Funder
National Heart Foundation of Australia
Publisher
Elsevier BV
Subject
Cardiology and Cardiovascular Medicine,Radiology Nuclear Medicine and imaging
Reference15 articles.
1. Association of machine learning-derived phenogroupings of echocardiographic variables with heart failure in stable coronary artery disease: the Heart and Soul study;Mishra;J Am Soc Echocardiogr,2020
2. Contribution of cardiovascular reserve to prognostic categories of heart failure with preserved ejection fraction: a classification based on machine learning;Przewlocka-Kosmala;J Am Soc Echocardiogr,2019
3. Unsupervised cluster analysis of patients with aortic stenosis reveals distinct population with different phenotypes and outcomes;Kwak;Circ Cardiovasc Imaging,2020
4. A comprehensive survey of clustering algorithms;Xu;Ann Data Sci,2015
5. A review of clustering techniques and developments;Saxena;Neurocomputing,2017
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3. Unsupervised Machine Learning for Assessment of Left Ventricular Diastolic Function and Risk Stratification;Journal of the American Society of Echocardiography;2022-12
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