Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction

no code implementations • 14 May 2019 • Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He

In particular, while the proposed method maintains similar interpretability as conventional shallow models such as logistic regression, it improves the prediction accuracy significantly.

Feature Importance Mortality Prediction