Wei Dong

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Topics

Electronic Health Records

Clinical Pathway

Acute Coronary Syndrome

Probabilistic Modeling

Top Venues

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

IEEE J. Biomed. Health Informatics

J. Medical Syst.

Publications

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) (2024)
Zhaohong Sun, Wei Dong, Haomin Li, Zhengxing Huang
Adversarial reinforcement learning for dynamic treatment regimes. J. Biomed. Informatics 137 (2023)
Zhaohong Sun, Wei Dong, Jinlong Shi, Kunlun He, Zhengxing Huang
Attention-Based Deep Recurrent Model for Survival Prediction. ACM Trans. Comput. Heal. 2 (4) (2021)
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 (2021)
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) (2021)
Jiebin Chu, Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang
On learning disentangled representations for individual treatment effect estimation. J. Biomed. Informatics 124 (2021)
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) (2020)
Jiebin Chu, Wei Dong, Zhengxing Huang
Endpoint prediction of heart failure using electronic health records. J. Biomed. Informatics 109 (2020)
Zhoujian Sun, Wei Dong, Jinlong Shi, Zhengxing Huang
Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs. CoRR (2020)
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. (4) (2020)
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) (2020)
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. (3) (2020)
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 (2019)
Jiebin Chu, Wei Dong, Zhengxing Huang
Treatment Effect Prediction with Generative Adversarial Networks Using Electronic Health Records. SEPDA@ISWC (2019)
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) (2019)
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)
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. (2) (2019)
Zhengxing Huang, Wei Dong
Adversarial MACE Prediction After Acute Coronary Syndrome Using Electronic Health Records. IEEE J. Biomed. Health Informatics 23 (5) (2019)
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) (2019)
Zhengxing Huang, Zhenxiao Ge, Wei Dong, Kunlun He, Huilong Duan
Probabilistic modeling personalized treatment pathways using electronic health records. J. Biomed. Informatics 86 (2018)
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 (2018)
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) (2018)
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 (2018)
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)
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 (2017)
Zhengxing Huang, Wei Dong, Lei Ji, Chunhua He, Huilong Duan
Incorporating comorbidities into latent treatment pattern mining for clinical pathways. J. Biomed. Informatics 59 (2016)
Zhengxing Huang, Wei Dong, Lei Ji, Huilong Duan
Predictive monitoring of clinical pathways. Expert Syst. Appl. 56 (2016)
Zhengxing Huang, Wei Dong, Lei Ji, Huilong Duan
Outcome Prediction in Clinical Treatment Processes. J. Medical Syst. 40 (1) (2016)
Zhengxing Huang, Wei Dong, Lei Ji, Liangying Yin, Huilong Duan
On local anomaly detection and analysis for clinical pathways. Artif. Intell. Medicine 65 (3) (2015)
Zhengxing Huang, Wei Dong, Fei Wang, Huilong Duan
Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach. AMIA (2015)
Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan
Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. AIME (2015)
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) (2015)
Zhengxing Huang, Wei Dong, Huilong Duan
A probabilistic topic model for clinical risk stratification from electronic health records. J. Biomed. Informatics 58 (2015)
Wei Dong, Zhengxing Huang, Lei Ji, Huilong Duan
A genetic fuzzy system for unstable angina risk assessment. BMC Medical Informatics Decis. Mak. 14 (2014)
Zhengxing Huang, Yurong Bao, Wei Dong, Xudong Lu, Huilong Duan
Online Treatment Compliance Checking for Clinical Pathways. J. Medical Syst. 38 (10) (2014)
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 (2014)
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) (2014)