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Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG.
computing in cardiology conference, (2019)
Acceleration of machine learning research in healthcare is challenged by lack of large annotated and balanced datasets. Furthermore, dealing with measurement inaccuracies and exploiting unsupervised data are considered to be central to improving existing solutions. In particular, a primary objective in predictive modeling is to generalize...More
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