A neural network approach to predicting outcomes in heart failure using cardiopulmonary exercise testing

International Journal of Cardiology, pp. 265-269, 2014.

Cited by: 16|Views6


To determine the utility of an artificial neural network (ANN) in predicting cardiovascular (CV) death in patients with heart failure (HF).ANNs use weighted inputs in multiple layers of mathematical connections in order to predict outcomes from multiple risk markers. This approach has not been applied in the context of cardiopulmonary exe...More



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