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Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models

13 Feb 2018 • Mengying Sun • Fengyi Tang • Jin-Feng Yi • Fei Wang • Jiayu Zhou

The surging availability of electronic medical records (EHR) leads to increased research interests in medical predictive modeling. Recently many deep learning based predicted models are also developed for EHR data and demonstrated impressive performance... (read more)

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MIMIC-III

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METHOD TYPE
Sigmoid Activation
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Tanh Activation
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LSTM
Recurrent Neural Networks
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