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ORCIDWei Dong 0005
Person information
- affiliation: Chinese PLA General Hospital, Beijing, China
Other persons with the same name
- Wei Dong — disambiguation page
- Wei Dong 0001
![[0000-0003-0498-1494]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0498-1494")
— Alibaba-Zhejiang University Joint Institute of Frontier Technologies, China (and 1 more) - Wei Dong 0002 — Texas Instruments Inc., Dallas, TX, USA (and 1 more)
- Wei Dong 0003 — Ann Arbor, MI, USA (and 1 more)
- Wei Dong 0004 — Harbin Institute of Technology, State Key laboratory of Robotics and System, China
- Wei Dong 0006 — National University of Defense Technology, School of Computer, Changsha, China
- Wei Dong 0007 — Hong Kong University of Science and Technology, Hong Kong, SAR, China
- Wei Dong 0008 — Shanghai Jiao Tong University, State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, China
- Wei Dong 0009 — Beijing Institute of Technology, Key Laboratory of Dynamics and Control of Flight Vehicle within Ministry of Education, School of Aerospace Engineering, China
- Wei Dong 0010 — University of Alberta, Canada (and 1 more)
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Journal Articles
- 2024
[j32]Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang:
Interpretable Disease Progression Prediction Based on Reinforcement Reasoning Over a Knowledge Graph. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1948-1959 (2024)- 2023
- [j31]Zhaohong Sun, Wei Dong, Haomin Li, Zhengxing Huang:
Adversarial reinforcement learning for dynamic treatment regimes. J. Biomed. Informatics 137: 104244 (2023) - 2021
- [j30]Zhaohong Sun, Wei Dong, Jinlong Shi, Kunlun He, Zhengxing Huang:
Attention-Based Deep Recurrent Model for Survival Prediction. ACM Trans. Comput. Heal. 2(4): 35:1-35:18 (2021) - [j29]Jiebin Chu, Jinbiao Chen, Xiaofang Chen, Wei Dong, Jinlong Shi, Zhengxing Huang:
Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application. J. Biomed. Informatics 115: 103710 (2021) - [j28]Jiebin Chu, Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang:
On learning disentangled representations for individual treatment effect estimation. J. Biomed. Informatics 124: 103940 (2021) - [j27]Zhaohong Sun, Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang:
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model. IEEE J. Biomed. Health Informatics 25(11): 4195-4206 (2021) - 2020
- [j26]Jiebin Chu, Wei Dong, Zhengxing Huang:
Endpoint prediction of heart failure using electronic health records. J. Biomed. Informatics 109: 103518 (2020) - [j25]Binhua Wang, Xiao Ma, Yifei Wang, Wei Dong, Chengyu Liu, Yongyi Bai, Suyan Bian, Jun Ying, Xin Hu, Shanshan Wan, Wanguo Xue, Yaping Tian, Cheng Zhong, Yang Zhang, Kunlun He, Jiayue Li:
In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm. J. Medical Imaging Health Informatics 10(5): 998-1004 (2020) - [j24]Peipei Chen, Wei Dong, Jinliang Wang, Xudong Lu, Uzay Kaymak, Zhengxing Huang:
Interpretable clinical prediction via attention-based neural network. BMC Medical Informatics Decis. Mak. 20-S(3): 131 (2020) - [j23]Jiebin Chu, Wei Dong, Jinliang Wang, Kunlun He, Zhengxing Huang:
Treatment effect prediction with adversarial deep learning using electronic health records. BMC Medical Informatics Decis. Mak. 20-S(4): 139 (2020) - [j22]Huilong Duan, Zhoujian Sun, Wei Dong, Kunlun He, Zhengxing Huang:
On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics 24(7): 2053-2063 (2020) - 2019
- [j21]Binhua Wang, Yongyi Bai, Zhenjie Yao, Jiangong Li, Wei Dong, Yanhui Tu, Wanguo Xue, Yaping Tian, Yifei Wang, Kunlun He:
A Multi-Task Neural Network Architecture for Renal Dysfunction Prediction in Heart Failure Patients With Electronic Health Records. IEEE Access 7: 178392-178400 (2019) - [j20]Peipei Chen, Wei Dong, Xudong Lu, Uzay Kaymak, Kunlun He, Zhengxing Huang:
Deep representation learning for individualized treatment effect estimation using electronic health records. J. Biomed. Informatics 100 (2019) - [j19]Zhengxing Huang, Yi Lu, Wei Dong:
Utilizing electronic health records to predict multi-type major adverse cardiovascular events after acute coronary syndrome. Knowl. Inf. Syst. 60(3): 1725-1752 (2019) - [j18]Huilong Duan, Zhoujian Sun, Wei Dong, Zhengxing Huang:
Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome. BMC Medical Informatics Decis. Mak. 19(1): 5:1-5:11 (2019) - [j17]Danqing Hu, Wei Dong, Xudong Lu, Huilong Duan, Kunlun He, Zhengxing Huang:
Evidential MACE prediction of acute coronary syndrome using electronic health records. BMC Medical Informatics Decis. Mak. 19-S(2): 9-17 (2019) - [j16]Zhengxing Huang, Wei Dong:
Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records. IEEE J. Biomed. Health Informatics 23(5): 2117-2126 (2019) - 2018
- [j15]Zhengxing Huang, Zhenxiao Ge, Wei Dong, Kunlun He, Huilong Duan, Peter A. Bath:
Relational regularized risk prediction of acute coronary syndrome using electronic health records. Inf. Sci. 465: 118-129 (2018) - [j14]Zhengxing Huang, Zhenxiao Ge, Wei Dong, Kunlun He, Huilong Duan:
Probabilistic modeling personalized treatment pathways using electronic health records. J. Biomed. Informatics 86: 33-48 (2018) - [j13]Jiebin Chu, Wei Dong, Kunlun He, Huilong Duan, Zhengxing Huang:
Using neural attention networks to detect adverse medical events from electronic health records. J. Biomed. Informatics 87: 118-130 (2018) - [j12]Zhengxing Huang, Wei Dong, Huilong Duan, Jiquan Liu:
A Regularized Deep Learning Approach for Clinical Risk Prediction of Acute Coronary Syndrome Using Electronic Health Records. IEEE Trans. Biomed. Eng. 65(5): 956-968 (2018) - 2017
- [j11]Zhengxing Huang, Tak-Ming Chan, Wei Dong:
MACE prediction of acute coronary syndrome via boosted resampling classification using electronic medical records. J. Biomed. Informatics 66: 161-170 (2017) - 2016
- [j10]Zhengxing Huang, Wei Dong, Lei Ji, Huilong Duan:
Predictive monitoring of clinical pathways. Expert Syst. Appl. 56: 227-241 (2016) - [j9]Zhengxing Huang, Wei Dong, Lei Ji, Chunhua He, Huilong Duan:
Incorporating comorbidities into latent treatment pattern mining for clinical pathways. J. Biomed. Informatics 59: 227-239 (2016) - [j8]Zhengxing Huang, Wei Dong, Lei Ji, Huilong Duan:
Outcome Prediction in Clinical Treatment Processes. J. Medical Syst. 40(1): 8:1-8:13 (2016) - 2015
- [j7]Zhengxing Huang, Wei Dong, Lei Ji, Liangying Yin, Huilong Duan:
On local anomaly detection and analysis for clinical pathways. Artif. Intell. Medicine 65(3): 167-177 (2015) - [j6]Zhengxing Huang, Wei Dong, Peter A. Bath, Lei Ji, Huilong Duan:
On mining latent treatment patterns from electronic medical records. Data Min. Knowl. Discov. 29(4): 914-949 (2015) - [j5]Zhengxing Huang, Wei Dong, Huilong Duan:
A probabilistic topic model for clinical risk stratification from electronic health records. J. Biomed. Informatics 58: 28-36 (2015) - 2014
- [j4]Zhengxing Huang, Wei Dong, Lei Ji, Chenxi Gan, Xudong Lu, Huilong Duan:
Discovery of clinical pathway patterns from event logs using probabilistic topic models. J. Biomed. Informatics 47: 39-57 (2014) - [j3]Zhengxing Huang, Yurong Bao, Wei Dong, Xudong Lu, Huilong Duan:
Online Treatment Compliance Checking for Clinical Pathways. J. Medical Syst. 38(10): 123 (2014) - [j2]Wei Dong, Zhengxing Huang, Lei Ji, Huilong Duan:
A genetic fuzzy system for unstable angina risk assessment. BMC Medical Informatics Decis. Mak. 14: 12 (2014) - [j1]Zhengxing Huang, Wei Dong, Huilong Duan, Haomin Li:
Similarity Measure Between Patient Traces for Clinical Pathway Analysis: Problem, Method, and Applications. IEEE J. Biomed. Health Informatics 18(1): 4-14 (2014)
Conference and Workshop Papers
- 2019
- [c4]Jiebin Chu, Wei Dong, Zhengxing Huang:
Treatment Effect Prediction with Generative Adversarial Networks Using Electronic Health Records. SEPDA@ISWC 2019: 53-57 - 2017
- [c3]Danqing Hu, Zhengxing Huang, Tak-Ming Chan, Wei Dong, Xudong Lu, Huilong Duan:
Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score. MedInfo 2017: 398-402 - 2015
- [c2]Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan:
Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. AIME 2015: 25-34 - [c1]Zhengxing Huang, Wei Dong, Fei Wang, Huilong Duan:
Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach. AMIA 2015
Informal and Other Publications
- 2020
- [i1]Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang:
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs. CoRR abs/2010.08300 (2020)
Coauthor Index
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