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Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review

Oct 06, 2020
Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts

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Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records

Sep 06, 2019
Qingyu Chen, Jingcheng Du, Sun Kim, W. John Wilbur, Zhiyong Lu

* 15 pages, 5 figures, 2 tables 

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Exploring difference in public perceptions on HPV vaccine between gender groups from Twitter using deep learning

Jul 06, 2019
Jingcheng Du, Chongliang Luo, Qiang Wei, Yong Chen, Cui Tao

* This manuscript has been accepted by 2019 KDD Workshop on Applied Data Science for Healthcare 

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ML-Net: multi-label classification of biomedical texts with deep neural networks

Nov 15, 2018
Jingcheng Du, Qingyu Chen, Yifan Peng, Yang Xiang, Cui Tao, Zhiyong Lu

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