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2020 – today
- 2024
[j59]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: 102982 (2024)- [j58]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) - [c24]Yanshan Wang, Yifan Peng, Mei Liu, Xinning Gui, Zhengxing Huang, Gregor Stiglic:
Message from the Program Chairs; ICHI 2024. ICHI 2024: xxiii-xxiv - [c23]Zhouhang Yuan, Zhengqing Fang, Zhengxing Huang, Fei Wu, Yu-Feng Yao, Yingming Li:
Adapting Pre-trained Generative Model to Medical Image for Data Augmentation. MICCAI (5) 2024: 79-89 - [c22]Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, Xuesen Chu, Zhengxing Huang:
Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features. MICCAI (3) 2024: 109-119 - [c21]Zhengyao Ding, Yujian Hu, Hongkun Zhang, Fei Wu, Shifeng Yang, Xiaolong Du, Yilang Xiang, Tian Li, Xuesen Chu, Zhengxing Huang:
Physical-Priors-Guided Aortic Dissection Detection Using Non-Contrast-Enhanced CT Images. MICCAI (7) 2024: 551-561 - [i6]Zhoujian Sun, Cheng Luo, Zhengxing Huang:
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models. CoRR abs/2404.04292 (2024) - [i5]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 abs/2406.15222 (2024) - 2023
- [j57]Zhe He, Rui Zhang, Gayo Diallo, Zhengxing Huang, Benjamin S. Glicksberg:
Editorial: Explainable artificial intelligence for critical healthcare applications. Frontiers Artif. Intell. 6 (2023) - [j56]Zhaohong Sun, Wei Dong, Haomin Li, Zhengxing Huang:
Adversarial reinforcement learning for dynamic treatment regimes. J. Biomed. Informatics 137: 104244 (2023) - [j55]Menglin Lu, Yujie Zhang, Suixia Zhang, Hanrui Shi, Zhengxing Huang:
Knowledge-aware patient representation learning for multiple disease subtypes. J. Biomed. Informatics 138: 104292 (2023) - [j54]Elske Ammenwerth, Szymon Wilk, Zhengxing Huang:
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 147: 104523 (2023) - [c20]Yinjie Jiang, Ying Wei, Fei Wu, Zhengxing Huang, Kun Kuang, Zhihua Wang:
Learning Chemical Rules of Retrosynthesis with Pre-training. AAAI 2023: 5113-5121 - [c19]Zhoujian Sun, Hanrui Shi, Zhengxing Huang, Nai Ding:
Learning Representations from Medical Text for Effective Diagnoses and Knowledge Discovery. EMBC 2023: 1-7 - [i4]Zhoujian Sun, Chenyang Zhao, Zhengxing Huang, Nai Ding:
Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization. CoRR abs/2305.03987 (2023) - [i3]Zhoujian Sun, Wenzhuo Zhang, Zhengxing Huang, Nai Ding:
Causal Interpretable Progression Trajectory Analysis of Chronic Disease. CoRR abs/2308.09735 (2023) - 2022
- [j53]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: 102344 (2022) - [j52]Jiebin Chu, Yaoyun Zhang, Fei Huang, Luo Si, Songfang Huang, Zhengxing Huang:
Disentangled representation for sequential treatment effect estimation. Comput. Methods Programs Biomed. 226: 107175 (2022) - [j51]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): 5 (2022) - [j50]Elske Ammenwerth, Szymon Wilk, Zhengxing Huang:
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 133: 104143 (2022) - [j49]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): 379-387 (2022) - [j48]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): 4248-4257 (2022) - [c18]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: 362-374 - [c17]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: 3893-3897 - [c16]Zhoujian Sun, Zhengxing Huang, Nai Ding:
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. IJCAI 2022: 4375-4382 - [c15]Ming Kong, Zhengxing Huang, Kun Kuang, Qiang Zhu, Fei Wu:
TranSQ: Transformer-Based Semantic Query for Medical Report Generation. MICCAI (8) 2022: 610-620 - [c14]Yemin Yu, Ying Wei, Kun Kuang, Zhengxing Huang, Huaxiu Yao, Fei Wu:
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy. NeurIPS 2022 - [i2]Zhoujian Sun, Zhengxing Huang, Nai Ding:
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools. CoRR abs/2202.07156 (2022) - 2021
- [j47]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) - [j46]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) - [j45]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) - [j44]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
- [j43]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: 101921 (2020) - [j42]Jiebin Chu, Wei Dong, Zhengxing Huang:
Endpoint prediction of heart failure using electronic health records. J. Biomed. Informatics 109: 103518 (2020) - [j41]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) - [j40]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) - [j39]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) - [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)
2010 – 2019
- 2019
- [j38]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) - [j37]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) - [j36]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) - [j35]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) - [j34]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) - [c13]Jiebin Chu, Wei Dong, Zhengxing Huang:
Treatment Effect Prediction with Generative Adversarial Networks Using Electronic Health Records. SEPDA@ISWC 2019: 53-57 - 2018
- [j33]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) - [j32]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) - [j31]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) - [j30]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
- [j29]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) - [j28]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): 7387-7391 (2017) - [c12]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 - 2016
- [j27]Zhengxing Huang, Wei Dong, Lei Ji, Huilong Duan:
Predictive monitoring of clinical pathways. Expert Syst. Appl. 56: 227-241 (2016) - [j26]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) - [j25]Tingting Wang, Zhengxing Huang, Chenxi Gan:
On mining latent topics from healthcare chat logs. J. Biomed. Informatics 61: 247-259 (2016) - [j24]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
- [j23]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) - [j22]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) - [j21]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) - [c11]Zhengxing Huang, Jose M. Juarez, Wei Dong, Lei Ji, Huilong Duan:
Predictive Monitoring of Local Anomalies in Clinical Treatment Processes. AIME 2015: 25-34 - [c10]Zhengxing Huang, Wei Dong, Fei Wang, Huilong Duan:
Medical Inpatient Journey Modeling and Clustering: A Bayesian Hidden Markov Model Based Approach. AMIA 2015 - 2014
- [j20]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): 274-283 (2014) - [j19]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) - [j18]Zhengxing Huang, Yurong Bao, Wei Dong, Xudong Lu, Huilong Duan:
Online Treatment Compliance Checking for Clinical Pathways. J. Medical Syst. 38(10): 123 (2014) - [j17]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) - [j16]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) - [c9]Junjian Liu, Zhengxing Huang, Xudong Lu, Huilong Duan:
An ontology-based real-time monitoring approach to clinical pathway. BMEI 2014: 756-761 - 2013
- [j15]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): 6330-6339 (2013) - [j14]Zhengxing Huang, Xudong Lu, Huilong Duan, Wu Fan:
Summarizing clinical pathways from event logs. J. Biomed. Informatics 46(1): 111-127 (2013) - [j13]Zhengxing Huang, Xudong Lu, Huilong Duan:
Latent Treatment Pattern Discovery for Clinical Processes. J. Medical Syst. 37(2): 9915 (2013) - [c8]Zhengxing Huang, Xudong Lu, Huilong Duan:
Similarity Measuring between Patient Traces for Clinical Pathway Analysis. AIME 2013: 268-272 - [c7]Zhengxing Huang, Guan Gui, An-min Huang, Dong Xiang, Fumiyuki Adachi:
Regularization selection method for LMS-type sparse multipath channel estimation. APCC 2013: 649-654 - [c6]Zhengxing Huang, Chenxi Gan, Xudong Lu, Huilong Duan:
Mining the Changes of Medical Behaviors for Clinical Pathways. MedInfo 2013: 117-121 - 2012
- [j12]Zhengxing Huang, Xudong Lu, Huilong Duan, Chenhui Zhao:
Collaboration-based medical knowledge recommendation. Artif. Intell. Medicine 55(1): 13-24 (2012) - [j11]Zhengxing Huang, Xudong Lu, Huilong Duan:
On mining clinical pathway patterns from medical behaviors. Artif. Intell. Medicine 56(1): 35-50 (2012) - [j10]Xudong Lu, Zhengxing Huang, Huilong Duan:
Supporting adaptive clinical treatment processes through recommendations. Comput. Methods Programs Biomed. 107(3): 413-424 (2012) - [j9]Zhengxing Huang, Xudong Lu, Huilong Duan:
Resource behavior measure and application in business process management. Expert Syst. Appl. 39(7): 6458-6468 (2012) - [j8]Zhengxing Huang, Xudong Lu, Huilong Duan:
Using Recommendation to Support Adaptive Clinical Pathways. J. Medical Syst. 36(3): 1849-1860 (2012) - [j7]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): 1256-1270 (2012) - [c5]Zhengxing Huang, Xudong Lu, Huilong Duan:
Anomaly detection in clinical processes. AMIA 2012 - 2011
- [j6]Zhengxing Huang, Xudong Lu, Huilong Duan:
Context-aware recommendation using rough set model and collaborative filtering. Artif. Intell. Rev. 35(1): 85-99 (2011) - [j5]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): 127-145 (2011) - [j4]Zhengxing Huang, Xudong Lu, Huilong Duan:
Mining association rules to support resource allocation in business process management. Expert Syst. Appl. 38(8): 9483-9490 (2011) - [c4]Zhengxing Huang, Xudong Lu, Chenxi Gan, Huilong Duan:
Variation Prediction in Clinical Processes. AIME 2011: 286-295 - [c3]Wu Fan, Xudong Lu, Zhengxing Huang, Weifei Yu, Huilong Duan:
Constructing clinical pathway ontology to incorporate patient state, intervention and time. BMEI 2011: 1697-1701 - [c2]Shicai Xu, Huilong Duan, Xudong Lu, Zhengxing Huang, Chenjiao Wu, Ying Fang:
A RFID-based tracking system of endoscopes. BMEI 2011: 1909-1913 - 2010
- [j3]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): 7533-7541 (2010)
2000 – 2009
- 2009
- [j2]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): 509-516 (2009) - [j1]Suyuan Bai, Zhenan Tang, Zhengxing Huang, Jun Yu:
Thermal Characterization of Si3N4 Thin Films Using Transient Thermoreflectance Technique. IEEE Trans. Ind. Electron. 56(8): 3238-3243 (2009) - 2008
- [c1]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: 879-882
Coauthor Index
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