Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling
Author:
Affiliation:
1. Beihang University & Peng Cheng Laboratory, Beijing, China
2. Renmin University of China & Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China
Funder
The Fundamental Research Funds for the Central Universities
The National Key R&D Program of China
The National Natural Science Foundation of China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3534678.3539020
Reference40 articles.
1. Gestational Diabetes Mellitus
2. Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time
3. Patient Subtyping via Time-Aware LSTM Networks
4. Zhengping Che , Yu Cheng , Shuangfei Zhai , Zhaonan Sun , and Yan Liu . 2017 . Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records. In ICDM'17 . IEEE Computer Society, 787--792. Zhengping Che, Yu Cheng, Shuangfei Zhai, Zhaonan Sun, and Yan Liu. 2017. Boosting Deep Learning Risk Prediction with Generative Adversarial Networks for Electronic Health Records. In ICDM'17. IEEE Computer Society, 787--792.
5. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
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