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Ziqian Xie
Ziqian Xie
University of Texas Health Science Center at Houston
Computer science
Encoder
Deep learning
Domain (software engineering)
Boosting (machine learning)
3
Papers
36
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PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data
2022
Journal of Biomedical Informatics
Masayuki Nigo
Hong Thoai Nga Tran
Ziqian Xie
Han Feng
Bingyu Mao
Laila Rasmy
Hongyu Miao
Degui Zhi
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CovRNN - A recurrent neural network model for predicting outcomes of COVID-19 patients: model development and validation using EHR data
2021
medRxiv
Laila Rasmy
Masayuki Nigo
Bijun Sai Kannadath
Ziqian Xie
Bingyu Mao
Khush Patel
Yujia Zhou
Wanheng Zhang
Angela M. Ross
Hua Xu
Degui Zhi
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Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction.
2021
Laila Rasmy
Yang Xiang
Ziqian Xie
Cui Tao
Degui Zhi
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Citations (36)
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