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2003.00655
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Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
2 March 2020
E. Jun
A. Mulyadi
Jaehun Choi
Heung-Il Suk
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Papers citing
"Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction"
5 / 5 papers shown
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation
Linglong Qian
Zina Ibrahim
Richard J. B. Dobson
BDL
AI4TS
158
3
0
04 Jan 2024
CSAI: Conditional Self-Attention Imputation for Healthcare Time-series
Linglong Qian
Joseph Arul Raj
Hugh Logan Ellis
Ao Zhang
Yuezhou Zhang
Tao Wang
Richard J. B. Dobson
Zina Ibrahim
AI4TS
390
2
0
27 Dec 2023
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques
Mingxuan Liu
Siqi Li
Han Yuan
M. Ong
Yilin Ning
F. Xie
S. Saffari
V. Volovici
Bibhas Chakraborty
Nan Liu
AI4TS
188
133
0
15 Oct 2022
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
Journal of Biomedical Informatics (JBI), 2021
F. Xie
Han Yuan
Yilin Ning
M. Ong
Mengling Feng
Wynne Hsu
B. Chakraborty
Nan Liu
329
142
0
21 Jul 2021
Multi-view Integration Learning for Irregularly-sampled Clinical Time Series
Yurim Lee
E. Jun
Heung-Il Suk
AI4TS
209
0
0
25 Jan 2021
1
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