Opening the Black Box: The Promise and Limitations of Explainable Machine Learning in Cardiology
Author:
Publisher
Elsevier BV
Subject
Cardiology and Cardiovascular Medicine
Reference60 articles.
1. Machine learning and the future of cardiovascular care: JACC State-of-the-Art Review;Quer;J Am Coll Cardiol,2021
2. Deep learning for cardiovascular medicine: a practical primer;Krittanawong;Eur Heart J,2019
3. Artificial intelligence for diagnosis of acute coronary syndromes: a meta-analysis of machine learning approaches;Iannattone;Can J Cardiol,2020
4. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes;Tu;J Clin Epidemiol,1996
5. Unintended consequences of machine learning in medicine;Cabitza;JAMA,2017
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