Exploiting Convolutional Neural Network for Risk Prediction with Medical Feature Embedding

arXiv: Learning, Volume abs/1701.07474, 2017.

Cited by: 9|Views12
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Abstract:

The widespread availability of electronic health records (EHRs) promises to usher in the era of personalized medicine. However, the problem of extracting useful clinical representations from longitudinal EHR data remains challenging. In this paper, we explore deep neural network models with learned medical feature embedding to deal with t...More

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