Zhengxing Huang

发表

Probabilistic modeling personalized treatment pathways using electronic health records

Zhengxing Huang, Zhenxiao Ge, Wei Dong, 2018, J. Biomed. Informatics.

Reprint of "Length of stay prediction for clinical treatment process using temporal similarity"

Huilong Duan, Zhengxing Huang, Haomin Li, 2014, Expert Syst. Appl..

Relational regularized risk prediction of acute coronary syndrome using electronic health records

Huilong Duan, Zhengxing Huang, Zhenxiao Ge, 2018, Inf. Sci..

Acute Coronary Syndrome Risk Prediction Based on GRACE Risk Score

Huilong Duan, Zhengxing Huang, Wei Dong, 2017, MedInfo.

Huilong Duan, Zhengxing Huang, Xudong Lu, 2013, AIME.

Using neural attention networks to detect adverse medical events from electronic health records

Huilong Duan, Zhengxing Huang, Wei Dong, 2018, J. Biomed. Informatics.

An ontology-based real-time monitoring approach to clinical pathway

Huilong Duan, Zhengxing Huang, Xudong Lu, 2014, 2014 7th International Conference on Biomedical Engineering and Informatics.

On mining latent treatment patterns from electronic medical records

Huilong Duan, Zhengxing Huang, Wei Dong, 2015, Data Mining and Knowledge Discovery.

Using Recommendation to Support Adaptive Clinical Pathways

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, Journal of Medical Systems.

Network security situational assessment based on link performance analysis: Network security situational assessment based on link performance analysis

Zhengxing Huang, Yang Su, 2013 .

An adaptive work distribution mechanism based on reinforcement learning

Huilong Duan, Zhengxing Huang, Wil M. P. van der Aalst, 2010, Expert Syst. Appl..

On Clinical Event Prediction in Patient Treatment Trajectory Using Longitudinal Electronic Health Records

Zhengxing Huang, Kunlun He, Wei Dong, 2019, IEEE Journal of Biomedical and Health Informatics.

Reinforcement learning based resource allocation in business process management

Huilong Duan, Zhengxing Huang, Wil M. P. van der Aalst, 2011, Data Knowl. Eng..

Variation Prediction in Clinical Processes

Huilong Duan, Zhengxing Huang, Xudong Lu, 2011, AIME.

Huilong Duan, Zhengxing Huang, Wei Dong, 2014, IEEE Journal of Biomedical and Health Informatics.

Incorporating comorbidities into latent treatment pattern mining for clinical pathways

Huilong Duan, Zhengxing Huang, Wei Dong, 2016, J. Biomed. Informatics.

A probabilistic topic model for clinical risk stratification from electronic health records

Huilong Duan, Zhengxing Huang, Wei Dong, 2015, J. Biomed. Informatics.

Discovery of clinical pathway patterns from event logs using probabilistic topic models

Huilong Duan, Zhengxing Huang, Wei Dong, 2014, J. Biomed. Informatics.

Context-aware recommendation using rough set model and collaborative filtering

Huilong Duan, Zhengxing Huang, Xudong Lu, 2010, Artificial Intelligence Review.

A Task Operation Model for Resource Allocation Optimization in Business Process Management

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Supporting adaptive clinical treatment processes through recommendations

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, Comput. Methods Programs Biomed..

Mining association rules to support resource allocation in business process management

Huilong Duan, Zhengxing Huang, Xudong Lu, 2011, Expert Syst. Appl..

MACE prediction of acute coronary syndrome via boosted resampling classification using electronic medical records

Zhengxing Huang, Wei Dong, Tak-Ming Chan, 2017, J. Biomed. Informatics.

Predictive monitoring of clinical pathways

Huilong Duan, Zhengxing Huang, Wei Dong, 2016, Expert Syst. Appl..

Mining the Changes of Medical Behaviors for Clinical Pathways

Huilong Duan, Zhengxing Huang, Xudong Lu, 2013, MedInfo.

Length of stay prediction for clinical treatment process using temporal similarity

Huilong Duan, Zhengxing Huang, Haomin Li, 2013, Expert Syst. Appl..

Outcome Prediction in Clinical Treatment Processes

Huilong Duan, Zhengxing Huang, Wei Dong, 2015, Journal of Medical Systems.

Interpretable Disease Prediction based on Reinforcement Path Reasoning over Knowledge Graphs pdf

Zhengxing Huang, Wei Dong, Jinlong Shi, 2020, ArXiv.

Anomaly detection in clinical processes

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, AMIA.

A RFID-based tracking system of endoscopes

Huilong Duan, Zhengxing Huang, Xudong Lu, 2011, 2011 4th International Conference on Biomedical Engineering and Informatics (BMEI).

On local anomaly detection and analysis for clinical pathways

Huilong Duan, Zhengxing Huang, Wei Dong, 2015, Artif. Intell. Medicine.

On mining clinical pathway patterns from medical behaviors

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, Artif. Intell. Medicine.

Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome

Huilong Duan, Zhengxing Huang, Wei Dong, 2019, BMC Medical Informatics and Decision Making.

Resource behavior measure and application in business process management

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, Expert Syst. Appl..

Summarizing clinical pathways from event logs

Huilong Duan, Zhengxing Huang, Xudong Lu, 2013, J. Biomed. Informatics.

Online Treatment Compliance Checking for Clinical Pathways

Huilong Duan, Zhengxing Huang, Wei Dong, 2014, Journal of Medical Systems.

Regularization selection method for LMS-type sparse multipath channel estimation

Fumiyuki Adachi, Zhengxing Huang, Guan Gui, 2013, 2013 19th Asia-Pacific Conference on Communications (APCC).

Predictive Monitoring of Local Anomalies in Clinical Treatment Processes

Huilong Duan, Zhengxing Huang, Wei Dong, 2015, AIME.

Radiology information system: a workflow-based approach

Zhengxing Huang, Wil M. P. van der Aalst, Xudong Lu, 2009, International Journal of Computer Assisted Radiology and Surgery.

A genetic fuzzy system for unstable angina risk assessment

Huilong Duan, Zhengxing Huang, Wei Dong, 2014, BMC Medical Informatics and Decision Making.

On mining latent topics from healthcare chat logs

Zhengxing Huang, Tingting Wang, Chenxi Gan, 2016, J. Biomed. Informatics.

Size Effect of Heat Transport in Microscale Gas Gap

Zhengxing Huang, Jiaqi Wang, Jingwei Guan, 2017, IEEE Transactions on Industrial Electronics.

Latent Treatment Pattern Discovery for Clinical Processes

Huilong Duan, Zhengxing Huang, Xudong Lu, 2013, Journal of Medical Systems.

Evidential MACE prediction of acute coronary syndrome using electronic health records

Huilong Duan, Zhengxing Huang, Wei Dong, 2019, BMC Medical Informatics and Decision Making.

Thermal Characterization of $\hbox{Si}_{3}\hbox{N}_{4}$ Thin Films Using Transient Thermoreflectance Technique

Zhengxing Huang, Jun Yu, Zhenan Tang, 2009, IEEE Transactions on Industrial Electronics.

Collaboration-based medical knowledge recommendation

Huilong Duan, Zhengxing Huang, Xudong Lu, 2012, Artif. Intell. Medicine.

A Method of Evaluating Network Attack Probability based on TWDS

Zhengxing Huang, 2015 .

Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach

Fei Wang, Huilong Duan, Zhengxing Huang, 2015, AMIA.

Knowledge-aware multi-center clinical dataset adaptation: Problem, method, and application

Zhengxing Huang, Jiebin Chu, Jinbiao Chen, 2021, J. Biomed. Informatics.

On learning disentangled representations for individual treatment effect estimation

Zhengxing Huang, Jiebin Chu, Zhoujian Sun, 2021, J. Biomed. Informatics.

Attention-Based Deep Recurrent Model for Survival Prediction

Zhengxing Huang, Kunlun He, Wei Dong, 2021, ACM Trans. Comput. Heal..

Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model

Zhengxing Huang, Zhoujian Sun, Wei Dong, 2021, IEEE Journal of Biomedical and Health Informatics.

Health Natural Language Processing: Methodology Development and Applications.

Zhengxing Huang, Tianyong Hao, Heng Weng, 2020, JMIR medical informatics.

A Unified Machine Reading Comprehension Framework for Cohort Selection

Zhengxing Huang, Buzhou Tang, Weihua Peng, 2021, IEEE Journal of Biomedical and Health Informatics.

Utilizing Chinese Admission Records for MACE Prediction of Acute Coronary Syndrome

Huilong Duan, Zhengxing Huang, Xudong Lu, 2016, International journal of environmental research and public health.