Zhengxing Huang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 51

Top Topics

Electronic Health Records

Clinical Pathway

Acute Coronary Syndrome

Top Venues

J. Biomed. Informatics

IEEE J. Biomed. Health Informatics

BMC Medical Informatics Decis. Mak.

Publications

Danyang Gao, Ming Kong, Yongrui Zhao, Jing Huang, Zhengxing Huang, Kun Kuang, Fei Wu, Qiang Zhu
Simulating doctors' thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning. Medical Image Anal. 91 (2024)
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)
Yujian Hu, Yilang Xiang, Yan-Jie Zhou, Yangyan He, Shifeng Yang, Xiaolong Du, Chunlan Den, Youyao Xu, Gaofeng Wang, Zhengyao Ding, Jingyong Huang, Wenjun Zhao, Xuejun Wu, Donglin Li, Qianqian Zhu, Zhenjiang Li, Chenyang Qiu, Ziheng Wu, Yunjun He, Chen Tian, Yihui Qiu, Zuodong Lin, Xiaolong Zhang, Yuan He, Zhenpeng Yuan, Xiaoxiang Zhou, Rong Fan, Ruihan Chen, Wenchao Guo, Jianpeng Zhang, Tony C. W. Mok, Zi Li, Le Lu, Dehai Lang, Xiaoqiang Li, Guofu Wang, Wei Lu, Zhengxing Huang, Minfeng Xu, Hongkun Zhang
Rapid and Accurate Diagnosis of Acute Aortic Syndrome using Non-contrast CT: A Large-scale, Retrospective, Multi-center and AI-based Study. CoRR (2024)
Zhoujian Sun, Cheng Luo, Zhengxing Huang
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models. CoRR (2024)
Zhaohong Sun, Wei Dong, Haomin Li, Zhengxing Huang
Adversarial reinforcement learning for dynamic treatment regimes. J. Biomed. Informatics 137 (2023)
Yinjie Jiang, Ying Wei, Fei Wu, Zhengxing Huang, Kun Kuang, Zhihua Wang
Learning Chemical Rules of Retrosynthesis with Pre-training. AAAI (2023)
Zhoujian Sun, Wenzhuo Zhang, Zhengxing Huang, Nai Ding
Causal Interpretable Progression Trajectory Analysis of Chronic Disease. CoRR (2023)
Zhoujian Sun, Hanrui Shi, Zhengxing Huang, Nai Ding
Learning Representations from Medical Text for Effective Diagnoses and Knowledge Discovery. EMBC (2023)
Elske Ammenwerth, Szymon Wilk, Zhengxing Huang
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 147 (2023)
Zhoujian Sun, Chenyang Zhao, Zhengxing Huang, Nai Ding
Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization. CoRR (2023)
Zhe He, Rui Zhang, Gayo Diallo, Zhengxing Huang, Benjamin S. Glicksberg
Editorial: Explainable artificial intelligence for critical healthcare applications. Frontiers Artif. Intell. 6 (2023)
Menglin Lu, Yujie Zhang, Suixia Zhang, Hanrui Shi, Zhengxing Huang
Knowledge-aware patient representation learning for multiple disease subtypes. J. Biomed. Informatics 138 (2023)
Ming Kong, Zhengxing Huang, Kun Kuang, Qiang Zhu, Fei Wu
TranSQ: Transformer-Based Semantic Query for Medical Report Generation. MICCAI (8) (2022)
Caogen Hong, Jinbiao Chen, Fan Yi, Yuzhe Hao, Fanwen Meng, Zhanghuiya Dong, Hui Lin, Zhengxing Huang
CD-Surv: a contrastive-based model for dynamic survival analysis. Health Inf. Sci. Syst. 10 (1) (2022)
Ming Kong, Qing Guo, Shuowen Zhou, Mengze Li, Kun Kuang, Zhengxing Huang, Fei Wu, Xiaohong Chen, Qiang Zhu
Attribute-aware interpretation learning for thyroid ultrasound diagnosis. Artif. Intell. Medicine 131 (2022)
Yemin Yu, Ying Wei, Kun Kuang, Zhengxing Huang, Huaxiu Yao, Fei Wu
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy. NeurIPS (2022)
Zhoujian Sun, Zhengxing Huang, Nai Ding
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. IJCAI (2022)
Zhoujian Sun, Zhengxing Huang, Nai Ding
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. CoRR (2022)
Caogen Hong, Fan Yi, Zhengxing Huang
Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Jiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang
Disentangled representation for sequential treatment effect estimation. Comput. Methods Programs Biomed. 226 (2022)
Yuxuan Si, Zhengqing Fang, Kun Kuang, Zhengxing Huang, Yu-Feng Yao, Fei Wu
Disentangled Sequential Autoencoder with Local Consistency for Infectious Keratitis Diagnosis. ICIP (2022)
Ying Xiong, Weihua Peng, Qingcai Chen, Zhengxing Huang, Buzhou Tang
A Unified Machine Reading Comprehension Framework for Cohort Selection. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Tianqi Zhao, Ming Kong, Kun Kuang, Zhengxing Huang, Qiang Zhu, Fei Wu
Connecting Patients with Pre-diagnosis: A Multiple Graph Regularized Method for Mental Disorder Diagnosis. CICAI (2) (2022)
Elske Ammenwerth, Szymon Wilk, Zhengxing Huang
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 133 (2022)
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)
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)
Danqing Hu, Shaolei Li, Zhengxing Huang, Nan Wu, Xudong Lu
Predicting postoperative non-small cell lung cancer prognosis via long short-term relational regularization. Artif. Intell. Medicine 107 (2020)
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, Jiaqi Wang, Suyuan Bai, Jingwei Guan, Fengtian Zhang, Zhenan Tang
Size Effect of Heat Transport in Microscale Gas Gap. IEEE Trans. Ind. Electron. 64 (9) (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)
Tingting Wang, Zhengxing Huang, Chenxi Gan
On mining latent topics from healthcare chat logs. J. Biomed. Informatics 61 (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)
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
Reprint of "Length of stay prediction for clinical treatment process using temporal similarity". Expert Syst. Appl. 41 (2) (2014)
Wei Dong, Zhengxing Huang, Lei Ji, Huilong Duan
A genetic fuzzy system for unstable angina risk assessment. BMC Medical Informatics Decis. Mak. 14 (2014)
Junjian Liu, Zhengxing Huang, Xudong Lu, Huilong Duan
An ontology-based real-time monitoring approach to clinical pathway. BMEI (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)
Zhengxing Huang, Xudong Lu, Huilong Duan, Wu Fan
Summarizing clinical pathways from event logs. J. Biomed. Informatics 46 (1) (2013)
Zhengxing Huang, Chenxi Gan, Xudong Lu, Huilong Duan
Mining the Changes of Medical Behaviors for Clinical Pathways. MedInfo (2013)
Zhengxing Huang, Xudong Lu, Huilong Duan
Similarity Measuring between Patient Traces for Clinical Pathway Analysis. AIME (2013)
Zhengxing Huang, Jose M. Juarez, Huilong Duan, Haomin Li
Length of stay prediction for clinical treatment process using temporal similarity. Expert Syst. Appl. 40 (16) (2013)
Zhengxing Huang, Guan Gui, An-min Huang, Dong Xiang, Fumiyuki Adachi
Regularization selection method for LMS-type sparse multipath channel estimation. APCC (2013)
Zhengxing Huang, Xudong Lu, Huilong Duan
Latent Treatment Pattern Discovery for Clinical Processes. J. Medical Syst. 37 (2) (2013)
Zhengxing Huang, Xudong Lu, Huilong Duan
Using Recommendation to Support Adaptive Clinical Pathways. J. Medical Syst. 36 (3) (2012)
Xudong Lu, Zhengxing Huang, Huilong Duan
Supporting adaptive clinical treatment processes through recommendations. Comput. Methods Programs Biomed. 107 (3) (2012)
Zhengxing Huang, Xudong Lu, Huilong Duan
On mining clinical pathway patterns from medical behaviors. Artif. Intell. Medicine 56 (1) (2012)
Zhengxing Huang, Xudong Lu, Huilong Duan
A Task Operation Model for Resource Allocation Optimization in Business Process Management. IEEE Trans. Syst. Man Cybern. Part A 42 (5) (2012)
Zhengxing Huang, Xudong Lu, Huilong Duan
Anomaly detection in clinical processes. AMIA (2012)
Zhengxing Huang, Xudong Lu, Huilong Duan, Chenhui Zhao
Collaboration-based medical knowledge recommendation. Artif. Intell. Medicine 55 (1) (2012)
Zhengxing Huang, Xudong Lu, Huilong Duan
Resource behavior measure and application in business process management. Expert Syst. Appl. 39 (7) (2012)
Zhengxing Huang, Wil M. P. van der Aalst, Xudong Lu, Huilong Duan
Reinforcement learning based resource allocation in business process management. Data Knowl. Eng. 70 (1) (2011)
Zhengxing Huang, Xudong Lu, Huilong Duan
Context-aware recommendation using rough set model and collaborative filtering. Artif. Intell. Rev. 35 (1) (2011)
Zhengxing Huang, Xudong Lu, Huilong Duan
Mining association rules to support resource allocation in business process management. Expert Syst. Appl. 38 (8) (2011)
Shicai Xu, Huilong Duan, Xudong Lu, Zhengxing Huang, Chenjiao Wu, Ying Fang
A RFID-based tracking system of endoscopes. BMEI (2011)
Zhengxing Huang, Xudong Lu, Chenxi Gan, Huilong Duan
Variation Prediction in Clinical Processes. AIME (2011)
Wu Fan, Xudong Lu, Zhengxing Huang, Weifei Yu, Huilong Duan
Constructing clinical pathway ontology to incorporate patient state, intervention and time. BMEI (2011)
Zhengxing Huang, Wil M. P. van der Aalst, Xudong Lu, Huilong Duan
An adaptive work distribution mechanism based on reinforcement learning. Expert Syst. Appl. 37 (12) (2010)
Suyuan Bai, Zhenan Tang, Zhengxing Huang, Jun Yu
Thin Films Using Transient Thermoreflectance Technique. IEEE Trans. Ind. Electron. 56 (8) (2009)
Jinyan Zhang, Xudong Lu, Hongchao Nie, Zhengxing Huang, Wil M. P. van der Aalst
Radiology information system: a workflow-based approach. Int. J. Comput. Assist. Radiol. Surg. 4 (5) (2009)
Zhengxing Huang, Xudong Lu, Huilong Duan, Dengfeng Yin
The Process Data Driven Workflow Modeling Approach and its' Implementation on Medical Infection Control Process. BMEI (2) (2008)