Eng · 繁體 · 简体

 [   ] 

Dr. ZHANG Qingpeng (張清鵬博士)

BEng (HUST), MS (Arizona), PhD (Arizona)

Associate Professor

Contact Information

Office:  YEUNG-P6607
Phone: (+852) 3442-4727
Email: qingpeng.zhang (at) cityu (dot) edu (dot) hk
Web: CityU-Scholars Page

Research Interests

  • Healthcare Data Analytics
  • Medical Informatics
  • Network Science
  • AI in Drug Discovery
Qingpeng Zhang is an Associate Professor with the School of Data Science at CityU. He received the B.S. degree in Automation from Huazhong University of Science and Technology in 2009, and the M.S. and the Ph.D. degrees in Systems and Industrial Engineering (minor in Management Information Systems) from The University of Arizona, in 2011 and 2012, respectively. Prior to joining CityU, he worked as a Postdoctoral Research Associate with The Tetherless World Constellation, Department of Computer Science at Rensselaer Polytechnic Institute.

He holds honorary positions with the Department of Pharmacology and Pharmacy and the JC Centre for Suicide Research and Prevention of the University of Hong Kong and the South Carolina Smartstate Center for Health Care Quality. He has been on the commissioned teams combating the COVID-19 pandemic by the Ministry of Science and Technology of China, Chinese Academy of Sciences and Chinese Academy of Engineering.

He is a senior member of IEEE, and an associate/academic editor for IEEE TITS, IEEE TCSS, Journal of Alzheimer's Disease (2021), and PLoS ONE. He was a theme issue editor for Philosophical Transactions of the Royal Society A: Mathematical and Engineering Sciences and the guest editor for a number of other journals. He is on the executive committee of the International Society of Digital Health, Hong Kong Society of Behavior Health, Systems Engineering Society of China, and the Hospital IoT Branch of China Association of Medical Equipment.

His research interests include healthcare data analytics, medical informatics, AI in drug discovery and network science. His research has been published in leading journals such as Nature Human Behaviour and Nature Communications, as well as featured in press such as The Washington Post, The New York Times, New York Public Radio, The Guardian and Ming Pao.




Awards and Achievements

  • 2022 “The President's Award” City University of Hong Kong.
  • 2022 “Excellent Doctoral Dissertation in Behavioral Heath Award (supervisor)” The Hong Kong Society of Behavioral Health.
  • 2022 “International Exhibition of Inventions of Geneva Silver Metal” International Exhibition of Inventions of Geneva.
  • 2021 “Outstanding Research Award for Junior Faculty” City University of Hong Kong.
  • 2021 “Andrew P. Sage Best Transactions Paper Award” IEEE Systems, Man, and Cybernetics Society.
  • 2021 “The Outstanding Group in the National Science and Technology System against the COVID-19 Epidemic” 抗疫先進集體, Ministry of Science and Technology of China. Core team member, led by Chinese Academy of Sciences Institute of Automation.


Previous Experience

  • Jan 2014 - Jun 2020, Assistant Professor, City University of Hong Kong. School of Data Science (2018-2020) and Department of Systems Engineering and Engineering Management (2014-2018).
  • Aug 2012 - Jan 2014, Postdoctoral Scholar, Rensselaer Polytechnic Institute. The Tetherless World Constellation, Department of Computer Science.
  • May 2011 - Aug 2011, PhD Intern, Pacific Northwest National Laboratory. The Center for Adaptive Supercomputing Software-Multithreaded Architectures (CASS-MT).
  • Jun 2010 - Aug 2010, Visiting Scientist, Chinese Academy of Sciences. Institute of Automation.
  • Aug 2009 - May 2012, Research and Teaching Assistant, The University of Arizona. The Department of Systems and Industrial Engineering and the Department of Management Information Systems.


Publications Show All Publications Show Prominent Publications


Journal

  • Cheng, W.†. , Du, Y. , Zhang, Q.*. , Wang, X. , He, C.†. , He, J. , Jing, F.†. , Ren, H. , Tian, J. & Xu, Z.†*. (in press). Age-related changes in the risk of high blood pressure. Frontiers in Cardiovascular Medicine. doi:10.3389/fcvm.2022.939103
  • Wang, Y.†. , Lu, C. , Yang, X. & Zhang, Q. (in press). Asymmetric responses to PMI announcements in China’s stock returns. International Journal of Finance and Economics. doi:10.1002/ijfe.2576
  • Li, L. , Wen, H. & Zhang, Q. (in press). Characterizing the role of Weibo and WeChat in sharing original information in a crisis. Journal of Contingencies and Crisis Management. doi:10.1111/1468-5973.12433
  • Li, L.†. , Wen, H. & Zhang, Q. (in press). Characterizing the role of Weibo and WeChat in sharing original information in crisis. Journal of Contingencies and Crisis Management. doi:10.1111/1468-5973.12433
  • Zhou, J.†. , Lakhani, I. , Chou, O. , Leung, K.S.K. , Lee, T.T.L. , Wong, M.V. , Li, Z. , Wai, A.K.C. , Chang, C. , Wong, I.C.K. , Zhang, Q. , Tse, G. & Cheung, B.M.Y. (in press). Clinical characteristics, risk factors and outcomes of cancer patients with COVID-19: a population-based study. Cancer Medicine. doi:10.1002/cam4.4888
  • Lee, S. , Zhou, J.†. , Bazoukis, G. , Letsas, K.P. , Liu, T. , Wong, W.T. , Wong, I.C.K. , Mok, N.S. , Mak, C. , Zhang, Q.*. & Tse, G.*. (in press). Comparing the performance of published risk scores in Brugada syndrome: a multi-center cohort study. Current Problems in Cardiology.
  • Lee, S. , Zhou, J.†. , Leung, K.S.K. , Wai, A.K.C. , Jeevaratnam, K. , King, E. , Liu, T. , Wong, W.T. , Chang, C. , Wong, I.C.K. , Cheung, B.M.Y. , Tse, G.*. & Zhang, Q.*. (in press). Comparison of Sodium-Glucose Cotransporter-2 Inhibitor and Dipeptidyl Peptidase-4 Inhibitor on the Risks of New-Onset Atrial Fibrillation, Stroke and Mortality in Diabetic Patients: A Propensity Score-Matched Study in Hong Kong. Cardiovascular Drugs and Therapy. doi:10.1007/s10557-022-07319-x
  • Chou, O.H.I. , Zhou, J.†. , Lee, T.T.L. , Kot, T. , Lee, S. , Wai, A.K.C. , Wong, W.T. , Zhang, Q. , Cheng, S.H. , Liu, T. , Vassiliou, V.S. , Cheung, B.M.Y. & Tse, G. (in press). Comparisons of the risk of myopericarditis between COVID-19 patients and individuals receiving COVID-19 vaccines: a population-based study. Clinical Research in Cardiology. doi:10.1007/s00392-022-02007-0
  • Chai, Y. , Ge, J. , Chai, Y. , Wang, X. & Zhang, Q. (in press). Correlation Expert Tuning System for Performance Acceleration. Big Data Research. doi:10.1016/j.bdr.2022.100345
  • Liu, W.†. , Pan, J.†. , Zhang, X. , Gong, X.†. , Ye, Y.†. , Zhao, X.†. , Wang, X. , Wu, K. , Xiang, H. , Yan, H. & Zhang, Q.*. (in press). Cross-platform Product Matching Based on Entity Alignment of Knowledge Graph with RAEA Model. World Wide Web.
  • Zhou, J†. , Chou, O.H.I. , Wong, K.H.G. , Lee, S. , Leung, K.S.K. , Liu, T. , Cheung, B.M.Y. , Wong, I.C.K. , Tse, G. & Zhang, Q.*. (in press). Development of an electronic frailty index for predicting mortality and complications analysis in pulmonary hypertension using random survival forest model. Frontiers in Cardiovascular Medicine. doi:10.3389/fcvm.2022.735906
  • Wang, X. , Hao, W. , Qin, Y. , Liu, B. , Liu, P. , Song, Y. & Zhang, Q. (in press). FPIRPQ: Accelerating Regular Path Queries on Knowledge Graphs. World Wide Web.
  • Cheng, W.†. , Zhou, H.†. , Ye, Y.†. , Chen, Y.†. , Jing, F.†. , Cao, Z. , Zeng, D.D.*. & Zhang, Q.*. (in press). Future Trajectory of Respiratory Infections Following the COVID-19 Pandemic in Hong Kong. Chaos.
  • Li, L.†. , Zhou, J.†. , Zhuang, J. & Zhang, Q.*. (in press). Gender-Specific Emotional Characteristics of Crisis Communication on Social Media: Case Studies of Two Public Health Crises. Information Processing and Management.
  • Chan, J.S.K. , Satti, D.I. , Lee, Y.H.A. , Hui, J.M.H. , Lee, T.T.L. , Chou, O.H.I. , Wai, A.K.C. , Ciobanu, A. , Liu, Y. , Liu, T. , Roever, L. , Biondi-Zoccai, G. , Zhang, Q. , Cheung, B.M.Y. , Zhou, J. & Tse, G. (in press). High visit-to-visit cholesterol variability predicts heart failure and adverse cardiovascular events: a population-based cohort study. European Journal of Preventive Cardiology. zwac097 doi:10.1093/eurjpc/zwac097
  • He, K. , Zhang, Y. , Li, S. , Yuan, G. , Liang, P. , Zhang, Q. , Xie, Q. , Xiao, P. , Li, H. , Meng, X. & Li, Z. (in press). Incremental Prognostic Value of ADC Histogram Analysis in Patients with High-risk Prostate Cancer Receiving Adjuvant Hormonal Therapy after Radical Prostatectomy. Frontiers in Oncology.
  • Chaovalitwongse, W.A. , Yuan, Y. , Zhang, Q. & Liu, J. (in press). Innovative applications of big data and artificial intelligence. Frontiers of Engineering Management. doi:10.1007/s42524-022-0234-0vvvv
  • Xu, R. , Zhang, T. & Zhang, Q. (in press). Investigating the effect of online and offline reputation on the provision of online counseling services: A case study of the Internet hospitals in China. Frontiers of Engineering Management. doi:10.1007/s42524-022-0198-0
  • Zhou, J. , Liu, X. , Chou, O.H. , Li, L.†. , Lee, S. , Wong, W.T. , Zhang, Q. , Chang, C. , Liu, T. , Tse, G. , Jing, F.†. & Cheung, B.M.Y. (in press). Lower risk of gout in sodium glucose cotransporter 2 (SGLT2) inhibitors versus dipeptidyl peptidase-4 (DPP4) inhibitors in type-2 diabetes. Rheumatology. doi:10.1093/rheumatology/keac509
  • Xu, Z.†. , Cheng, W.†. , Wang, X. & Zhang, Q.*. (in press). Mass screening for low bone density in society using basic check-up items. IEEE Transactions on Computational Social Systems. doi:10.1109/TCSS.2022.3176652
  • Ye, Y.†. , Ni, K.† (joint first author). , Jing, F.†. , Zhou, Y. , Tang, W.*. & Zhang, Q.*. (in press). Model-informed targeted network interventions among MSM social networks in Zhuhai, China. IEEE Transactions on Computational Social Systems.
  • Xu, Z. , Chan, C.S. , Zhang, Q. , Xu, Y. , He, L. , Cheung, F. , Yang, J. , Chan, E. , Fung, J. , Tsang, C. & Yip, P.S.F. (in press). Network-based prediction of the disclosure of ideation about self-harm and suicide in online counseling sessions. Communications Medicine.
  • Song, Y. , Qin, Y. , Hao, W. , Liu, P. , Li, J. , Choudhury, F.M. , Wang, X. & Zhang, Q. (in press). Optimizing subgraph matching over distributed knowledge graphs using partial evaluation. World Wide Web. doi:10.1007/s11280-022-01075-6
  • Ren, H. , Sun, Y. , Xu, C. , Fang, M. , Xu, Z.†. , Jing, F.†. , Wang, W.†. , Tse, G. , Zhang, Q. , Cheng, W.†. & Jin, W. (in press). Predicting Acute Onset of Heart Failure Complicating Acute Coronary Syndrome: an Explainable Machine Learning Approach. Current Problems in Cardiology.
  • Zhou, J.†. , Lee, S. , Liu, Y. , Chan, J.S.K. , Li, G. , Wong, W.T. , Jeevaratnam, K. , Cheng, S.H. , Liu, T. , Tse, G.*. & Zhang, Q.*. (in press). Predicting Stroke and Mortality in Mitral Regurgitation: A Machine Learning Approach. Current Problems in Cardiology. doi:10.1016/j.cpcardiol.2022.101464
  • Chang, C. , Zhou, J. , Chou, O. , Chan, J. , Leung, K. , Lee, T. , Wong, W. , Wai, A. , Liu, T. , Zhang, Q. , Lee, S. & Tse, G. (in press). Predictive value of neutrophil-to-lymphocyte ratio for atrial fibrillation and stroke in type 2 diabetes mellitus: The Hong Kong Diabetes Study. Endocrinology, Diabetes & Metabolism. doi:10.1002/edm2.397
  • Zhou, J.†. , Li, A. , Tan, M. , Lam, M.C.Y. , Hung, L.T. , Siu, R.W.H.S. , Lee, S. , Lakhani, I. , Waleed, K.B. , Liu, T. , Jeevaratnam, K. , Zhang, Q.*. & Tse, G.*. (in press). P-wave durations derived from automated electrocardiogram analysis for predicting atrial fibrillation and mortality in heart failure. ESC Heart Failure. doi:10.1002/ehf2.14230
  • Jing, F.†. , Zhang, Q.*. , Tang, W. , Wang, Z. , Lau, J.T.F. & Li, X. (in press). Reconstructing the Social Network of HIV Key Populations from Locally Observed Information. AIDS Care. doi:10.1080/09540121.2021.1883514
  • Xu, R.†. , Zhang, Q. & Tan, S. (in press). The Formation of Reciprocal Social Support in Online Support Groups: A Network Modeling Approach. IEEE Transactions on Computational Social Systems.
  • Xie, R.†. , He, C.†. , Qiao, S. , Li, X. , Wu, J. , Tang, W. , Cui, W. & Zhang, Q.*. (in press). The Impacts of Centers for AIDS Research Program and its Enlargement on HIV/AIDS Research Collaboration. Science and Public Policy. scac021 doi:10.1093/scipol/scac021
  • Lee, S. , Zhou, J.†. , Liu, T. , Zhang, Q.*. & Tse, G.*. (in press). The use of administrative data for identifying diagnosis of dementia in a Chinese city. Journal of the American Medical Informatics Association.
  • Zhou, J.†. , Zhang, Q. (joint first author). , Zhou, S.*. , Li, X.*. & Zhang, M. (in press). Unintended Emotional Effects of Online Health Communities: A Text Mining-Supported Empirical Study. MIS Quarterly. doi:10.25300/MISQ/2022/17018
  • Chen, M. , Yang, J.†. , Lu, J. , Zhou, Z. , Huang, K. , Zhang, S. , Yuan, G. , Zhang, Q.*. & Li, Z.*. (in press). Ureteral calculi lithotripsy for single ureteral calculi: can DNN-assisted model help preoperatively predict risk factors for sepsis?. European Radiology. doi:10.1007/s00330-022-08882-5
  • Yang, J.†. , Li, Z. , Wu, W.K.K. , Yu, S. , Xu, Z.†. , Chu, Q.*. & Zhang, Q.*. (Nov 2022). Deep Learning Identifies Explainable Reasoning Paths of Mechanism of Action for Drug Repurposing from Multilayer Biological Network. Briefings in Bioinformatics. 23/6. bbac469 doi:10.1093/bib/bbac469
  • Xu, Z.†. , Zhang, J. , Zhang, Q.*. , Xuan, Q. & Yip, S.F.P. (Sep 2022). A Comorbidity Knowledge-Aware Model for Disease Prognostic Prediction. IEEE Transactions on Cybernetics. 52/9. 9809 - 9819. doi:10.1109/TCYB.2021.3070227
  • Yang, Y. , Zou, X. , Zhou, W. , Yuan, G. , Hu, D. , Kuang, D. , Shen, Y. , Xie, Q. , Zhang, Q. , Hu, X. & Li, Z. (Sep 2022). Multiparametric MRI-Based Radiomic Signature for Preoperative Evaluationof Overall Survival in Intrahepatic Cholangiocarcinoma After Partial Hepatectomy. Journal of Magnetic Resonance Imaging. 56/3. 739 - 751. doi:10.1002/jmri.28071
  • Liu, P. , Wang, X. , Fu, Q. , Yang, Y. , Li, Y.F. & Zhang, Q. (Aug 2022). KGVQL: A Knowledge Graph Visual Query Language with Bidirectional Transformations. Knowledge-Based Systems. 250. 108870 doi:10.1016/j.knosys.2022.108870
  • Jing, F.†. , Ren, H. , Cheng, W.†. , Wang, X. & Zhang, Q.*. (Aug 2022). Knowledge-enhanced attentive learning for answer selection in community question answering systems. Knowledge-Based Systems. 250. 109117 doi:10.1016/j.knosys.2022.109117
  • Zhou, J.†. , Jing, F.†. , Liu, X. , Li, X. & Zhang, Q.*. (Jul 2022). Field-Aware Attentive Neural Factorization with Fuzzy Mutual Information for Company Investment Valuation. Information Sciences. 600. 43 - 58. doi:10.1016/j.ins.2022.03.073
  • Zhou, J.†. , Chau, Y.L.A. , Woo, J.W. , Lee, S. , Ng, K. , Dee, E.C. , Liu, T. , Wai, A.K.C. , Zhang, Q.*. & Tse, G.*. (Jul 2022). Liver Immune-Related Adverse Effects of Programmed Cell Death 1 (PD-1) and Programmed Cell Death Ligand 1 (PD-L1) Inhibitors: A Propensity Score Matched Study with Competing Risk Analyses. Clinical Oncology. 34/7. E316 - E317. doi:10.1016/j.clon.2022.03.006
  • Hsu, Y.C.†. , Ye, Z. , Dai, L. , Jing, Y. , Tsui, K.L. , Li, W.*. & Zhang, Q. (Jul 2022). Understanding MMPI-2 response structure between schizophrenia and healthy individuals. Frontiers in Psychiatry. 13. 918999 doi:10.3389/fpsyt.2022.918999
  • Luo, T. , Cao, Z. , Zeng, D. & Zhang, Q. (Jun 2022). A dissemination model based on psychological theories in complex social networks. IEEE Transactions on Cognitive and Developmental Systems. 14/2. 519 - 531. doi:10.1109/TCDS.2021.3052824
  • Fu, C. , Xia, Y. , Yue, X. , Yu, S. , Min, Y. , Zhang, Q. & Leng, Y. (Jun 2022). A Novel Spatiotemporal Behavior Enabled Random Walk Strategy on Online Social Platforms. IEEE Transactions on Computational Social Systems. 9/3. 807 - 817. doi:10.1109/TCSS.2021.3105381
  • Lakhani, I. , Zhou, J.†. , Lee, S. , Li, K.H.C. , Leung, K.S.K. , Hui, J.M.H. , Lee, Y.H.A. , Li, G. , Liu, T. , Wong, W.T. , Wong, I.C.K. , Mok, N.S. , Mak, C.M. , Zhang, Q.*. & Tse, G.*. (Jun 2022). A territory-wide study of arrhythmogenic right ventricular cardiomyopathy patients from Hong Kong. Reviews in Cardiovascular Medicine. 23/7. 231 doi:10.31083/j.rcm2307231
  • Liu, S. , Yin, C. , Chen, D. , Lv, H. & Zhang, Q. (Jun 2022). Cascading Failure in Multiple Critical Infrastructure Interdependent Networks of Syncretic Railway System. IEEE Transactions on Intelligent Transportation Systems. 23/6. 5740 - 5753. doi:10.1109/TITS.2021.3057404
  • Guo, M.†. , Xu, Z.†. , Zhang, Q.*. , Liao, X. & Liu, J. (Jun 2022). Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model. ACM Transactions on Knowledge Discovery from Data. 16/3. 1 - 26. doi:10.1145/3487048
  • Chen, D. , Fang, X. , Li, Y. , Ni, S. , Zhang, Q. & Chin, K.S. (Jun 2022). Three-level multimodal transportation network for cross-regional emergency resources dispatch under demand and route reliability. Reliability Engineering & System Safety. 222. 108461 doi:10.1016/j.ress.2022.108461
  • Chang, H. , Li, L. , Huang, J. , Zhang, Q. & Chin, K.S. (May 2022). Tracking traffic congestion and accidents using social media data: A case study of Shanghai. Accident Analysis & Prevention. 169. 106618 doi:10.1016/j.aap.2022.106618
  • Garett, R.R. , Yang, J.†. , Zhang, Q. & Young, S.D. (Apr 2022). An Online Intervention Incorporating Mobility Data to Increase Adherence to Stay-At-Home-Orders During the Early COVID-19 Pandemic. International Journal of Applied Earth Observation and Geoinformation. 108. 102752 doi:10.1016/j.jag.2022.102752
  • Ye, Y.†. , Zhang, Q.*. , Cao, Z. , Chen, F.Y. , Yan, H. , Stanley, H.E. & Zeng, D.D. (Apr 2022). Impacts of export restrictions on the global personal protective equipment trade network during COVID-19. Advanced Theory and Simulations. 5/4. 2100352 (inner-cover featured) doi:10.1002/adts.202100352
  • Zhou, J.†. , Lee, S. , Leung, K.S.K. , Wai, A.K.C. , Liu, T. , Liu, Y. , Chang, D. , Wong, W.T. , Wong, I.C.K. , Cheung, B.M.Y. , Zhang, Q.*. & Tse, G.*. (Apr 2022). Incident heart failure and myocardial infarction in sodium-glucose cotransporter 2 versus dipeptidyl peptidase-4 inhibitor users. ESC Heart Failure. 9/2. 1388 - 1399. doi:10.1002/ehf2.13830
  • Zhou, J.†. , Li, X. , Wang, X. , Chai, Y. & Zhang, Q. (Apr 2022). Locally weighted factorization machine with fuzzy partition for elderly readmission prediction. Knowledge-Based Systems. 242. 108326 doi:10.1016/j.knosys.2022.108326
  • Luo, T. , Cao, Z. , Wang, Y. , Zeng, D.D. & Zhang, Q. (Apr 2022). Role of asymptomatic COVID-19 cases in viral transmission: Findings from a hierarchical community contact network model. IEEE Transactions on Automation Science and Engineering. 19/2. 576 - 585. doi:10.1109/TASE.2021.3106782
  • Wang, X. , Hu, W. , Li, X. , Huang, D. , Li, Q. , Chan, H. , Zeng, J. , Xie, C. , Chen, H. , Liu, X. , Gin, T. , Wang, M.H. , Cheng, A.S.L. , Kang, W. , To, K.F. , Plewczynski, D. , Zhang, Q. , Chen, X. , Chan, D.C.W. , Ko, H. , Wong, S.H. , Yu, J. , Chan, M.T.V. , Zhang, L. & Wu, W.K.K. (Apr 2022). Single-hit inactivation drove tumor suppressor genes out of the X chromosome during evolution. Cancer Research. 82/8. 1482 - 1491. doi:0008-5472.CAN-21-3458
  • Wang, Y. , Zeng, D.D. , Zhang, Q. , Zhao, P. , Wang, X. , Wang, Q. , Luo, Y. & Cao, Z. (Mar 2022). Adaptively temporal graph convolution model for epidemic prediction of multiple age groups. Fundamental Research. 2/2. 311 - 320. doi:10.1016/j.fmre.2021.07.007
  • Zhou, J.†. , Lee, S. , Lakhani, I. , Yang, L. , Liu, T. , Zhang, Y. , Xia, Y. , Bao, K.K.H. , Wong, I.C.K. , Tse, G.*. & Zhang, Q.*. (Mar 2022). Adverse Cardiovascular Complications Following Prescription of Programmed Cell Death 1 (PD-1) and Programmed Cell Death Ligand 1 (PD-L1) Inhibitors: A Propensity-Score Matched Cohort Study with Competing Risk Analysis. Cardio-Oncology. 8. 5 doi:10.1186/s40959-021-00128-5
  • Yang, Y. , Zou, X. , Zou, W. , Yuan, G. , Hu, D. , Shen, Y. , Xie, Q. , Zhang, Q. , Kuang, D. , Hu, X. & Li, Z. (Mar 2022). DWI-based radiomic signature: potential role for individualized adjuvant chemotherapy in intrahepatic cholangiocarcinoma after partial hepatectomy. Insights into Imaging. 13. 37 doi:10.1186/s13244-022-01179-7
  • Zhou, J.†. , Lee, S. , Liu, X. , Satti, D.I. , Lee, T.T.L. , Chou, O.H.I. , Chang, C. , Roever, L. , Wong, W.T. , Wai, A.K.C. , Liu, T. , Zhang, Q.*. & Tse, G.*. (Mar 2022). Hip fractures risks in edoxaban versus warfarin users: a propensity score-matched population-based cohort study with competing risk analyses. Bone. 156. 116303 doi:10.1016/j.bone.2021.116303
  • Zhou, J.†. , Zhang, G. , Chang, C. , Chou, O.H.I. , Lee, S. , Leung, K.S.K. , Wong, W.T. , Liu, T. , Wai, A.K.C. , Cheng, S.H. , Zhang, Q.*. & Tse, G.*. (Mar 2022). Metformin versus sulphonylureas for new onset atrial fibrillation and stroke in type 2 diabetes mellitus: a population-based study. Acta Diabetologica. 59. 697 - 709. doi:10.1007/s00592-021-01841-4
  • Luo, T. , Wang, J. , Wang, Q. , Wang, X. , Zhao, P. , Zeng, D.D. , Zhang, Q. & Cao, Z. (Mar 2022). Reconstruction of the Transmission Chain of COVID-19 Outbreak in Beijing's Xinfadi Market, China. International Journal of Infectious Diseases. 116. 411 - 417. doi:10.1016/j.ijid.2022.01.035
  • Lee, Y.H.A. , Zhou, J.†. , Hui, J.M.H. , Liu, X. , Lee, T.T.L. , Hui, J. , Chan, J.S.K. , Wai, A.K.C. , Wong, W.T. , Liu, T. , Ng, K. , Lee, S. , Dee, E.C. , Zhang, Q.*. & Tse, G.*. (Mar 2022). Risk of new-onset prostate cancer for metformin versus sulphonylurea use in type 2 diabetes mellitus: a propensity score-matched study. Journal of the National Comprehensive Cancer Network. 20/6. 674 - 682. doi:doi.org/10.6004/jnccn.2022.7010
  • Young, S.D. , Zhang, Q. , Zeng, D.D. , Cumberland, W.G. & Zhan, Y. (Mar 2022). Social Media Images as an Emerging Tool to Monitor Adherence to COVID-19 Public Health Guidelines: A Content Analysis. Journal of Medical Internet Research. 24/3. e24787 doi:10.2196/24787
  • Zhou, J.†. , Lee, S. , Wong, W.T. , Bin Waleed, K. , Leung, K.S.K. , Lee, T.T.L. , Wai, A.K.C. , Liu, T. , Chang, C. , Cheung, B.M. , Zhang, Q.*. & Tse, G. (Feb 2022). Gender-specific clinical risk scores incorporating blood pressure variability for predicting incident dementia. Journal of the American Medical Informatics Association. 29/2. 335 - 347. doi:10.1093/jamia/ocab173
  • Xu, C. , Jing, F.†. , Lu, Y. , Ni, Y. , Tucker, J. , Wu, D. , Zhou, Y. , Ong, J. , Zhang, Q. & Tang, W. (Feb 2022). Summarizing methods for estimating population size for key populations: a global scoping review for human immunodeficiency virus research. AIDS Research and Therapy. 19. 9 doi:10.1186/s12981-022-00434-7
  • Zhang, Q.*. (Jan 2022). Data Science Approach to Infectious Disease Surveillance. Philosophical Transactions of the Royal Society A: Mathematical and Engineering Sciences. 380/2214. 20210115 doi:10.1098/rsta.2021.0115
  • Zhang, Q.*. , Gao, J. , Wu, J.T. , Cao, Z. & Zeng, D.D. (Jan 2022). Data Science Approaches to Confronting the COVID-19 Pandemic: A Narrative Review. Philosophical Transactions of the Royal Society A: Mathematical and Engineering Sciences. 380/2214. 20210127 doi:10.1098/rsta.2021.0127
  • Ye, Y.†. , Zhang, Q.*. , Wei, X. , Cao, Z. , Yuan, S.H.Y. & Zeng, D.D.*. (Jan 2022). Equitable access to COVID-19 vaccines makes a life-saving difference to all countries. Nature Human Behaviour. 6. 207 - 216 (cover feature). doi:10.1038/s41562-022-01289-8
  • Jing, F.†. , Zhang, Q. , Ong, J.J. , Xie, Y. , Ni, Y. , Cheng, M. , Huang, S. , Zhou, Y. & Tang, W. (Jan 2022). Optimal Resource Allocation in HIV Self-Testing Secondary Distribution among Chinese MSM: Data-Driven Integer Programming Models. Philosophical Transactions of the Royal Society A: Mathematical and Engineering Sciences. 380/2214. 20210128 doi:10.1098/rsta.2021.0128
  • Zhang, Q.*. (Dec 2021). Benefits of COVID-19 non-pharmaceutical interventions on the prevention of other notifiable infectious diseases. The Lancet Regional Health - Western Pacific. 17. 100303 doi:10.1016/j.lanwpc.2021.100303
  • Zhang, N. , Wang, Y. , Tse, G. , Korantzopoulos, P. , Letsas, K.P. , Zhang, Q. , Li, G. , Lip, G.Y.H. & Liu, T. (Dec 2021). Effect of sodium-glucose cotransporter-2 inhibitors on cardiac remodelling: a systematic review and meta-analysis. European Journal of Preventive Cardiology. 28/17. 1961 - 1973. doi:10.1093/eurjpc/zwab173
  • Xu, Z.†. , Yang, J.†. , Zhang, Q.*. & Yip, S.F.P.*. (Dec 2021). Risk of Suicide after A Self-poisoning Episode: A Self-Controlled Case Series Study. Social Psychiatry and Psychiatric Epidemiology. 56. 2155 - 2162. doi:10.1007/s00127-021-02074-0
  • Wang, H.†. , Zhang, Q.*. , Chen, F.Y. , Leung, E.Y.M. , Wong, E.L.Y. & Yeoh, E.K. (Dec 2021). Tensor Factorization-based Prediction with an Application to Estimate the Risk of Chronic Diseases. IEEE Intelligent Systems. 36/6. 1541 - 1672. doi:10.1109/MIS.2021.3071018
  • Chan, J.S.K. , Zhou, J.†. , Lee, S. , Li, A. , Tan, M. , Leung, K.S.K. , Jeevaratnam, K. , Liu, T. , Roever, L. , Liu, Y. , Tse, G.*. & Zhang, Q.*. (Nov 2021). Fragmented QRS Is Independently Predictive of Long-Term Adverse Clinical Outcomes in Asian Patients Hospitalized for Heart Failure: A Retrospective Cohort Study. Frontiers in in Cardiovascular Medicine. 8. 738417 doi:10.3389/fcvm.2021.738417
  • Li, L.†. , Zhang, Q. & Zhuang, J. (Oct 2021). Delete or Not: A Game Theoretical Model for Rumor Censorship. Risk Analysis. 41/10. 1840 - 1859. doi:10.1111/risa.13696
  • Mui, J.V. , Zhou, J.†. , Lee, S. , Leung, K.S.K. , Lee, T.T. , Chou, O.H. , Tsang, S.L. , Wai, A. , Liu, T. , Wong, J. , Chang, C. , Tse, G.*. & Zhang, Q.*. (Oct 2021). Sodium glucose cotransporter 2 (SGLT2) inhibitors versus dipeptidyl peptidase-4 (DPP4) inhibitors for new onset dementia: a propensity score-matched population-based study with competing risk analysis. Frontiers in Cardiovascular Medicine. 8. 747620 doi:10.3389/fcvm.2021.747620
  • Yang, Y. , Cao, Z. , Zhao, P. , Zeng, D.D. , Zhang, Q. & Luo, Y. (Sep 2021). Constructing public health evidence knowledge graph for decision-making support from COVID-19 literature of modelling study. Journal of Safety Science and Resilience. 2/3. 146 - 156. doi:10.1016/j.jnlssr.2021.08.002
  • Yang, J.†. , Tang, K.†. , Cao, Z. , Pfeiffer, D.U. , Zhang, Q.*. & Zeng, D.D.*. (Jun 2021). Demand-Driven Spreading Patterns of African Swine Fever in China. Chaos. 31/6. 061102 - (fast track). doi:10.1063/5.0053601
  • Ju, C. , Zhou, J.†. , Lee, S. , Tan, M.S. , Liu, Y. , Zhang, Y. , Liu, T. , Chan, E.W.Y. , Wong, I.C.K. , Wei, L. , Zhang, Q.*. & Tse, G.*. (Jun 2021). Derivation of electronic frailty index for predicting short-term mortality in heart failure: a machine learning approach. ESC Heart Failure. 8/4. 2837 - 2845. doi:10.1002/ehf2.13358
  • Lee, S. , Zhou, J.†. , Leung, K.S.K. , Wu, W.K.K. , Wong, W.T. , Liu, T. , Wong, I.C.K. , Jeevaratnam, K. , Zhang, Q.*. & Tse, G.*. (Jun 2021). Development of a predictive risk model for all-cause mortality in diabetic patients in Hong Kong. BMJ Open Diabetes Research and Care. 9/1. e001950 doi:10.1136/bmjdrc-2020-001950
  • He, C.†. , Wu, J.*. & Zhang, Q.*. (Jun 2021). Proximity-aware research leadership recommendation in research collaboration via deep neural networks. Journal of the Association for Information Science and Technology. 73/1. 70 - 89. doi:10.1002/asi.24546
  • Zhou, J.†. , Lee, S. , Wong, J. , Leung, K.S.K. , Nam, R.H. , Leung, P.S. , Chau, Y.L.A. , Liu, T. , Chang, C. , Cheung, B. , Tse, G.*. & Zhang, Q.*. (May 2021). Gender-and Age-Specific Associations of Visit-To-Visit Blood Pressure Variability with Incident Anxiety. Frontiers in Cardiovascular Medicine. 8. 650852 doi:10.3389/fcvm.2021.650852
  • Lee, S. , Zhou, J.†. , Wong, W.K. , Liu, T. , Wu, W.K.K. , Wong, I.C.K. , Zhang, Q.*. & Tse, G.*. (May 2021). Glycemic and lipid variability for predicting complications and mortality in diabetes mellitus using machine learning. BMC Endocrine Disorders. 21. 94 doi:10.1186/s12902-021-00751-4
  • Guo, M.†. , Zhang, Q.*. , Liao, X. , Chen, F.Y.H. & Zeng, D. (2021). A hybrid machine learning framework for analyzing human decision making through learning preferences. Omega. 101. 102263 doi:10.1016/j.omega.2020.102263
  • Zhou, J.†. , Lee, S. , Chang, C.L. , Liu, T. , Leung, K.S.K. , Wai, A.K.C. , Cheung, B.M.Y. , Tse, G.*. & Zhang, Q.*. (2021). Anticoagulant or antiplatelet use and severe COVID-19 disease: a propensity score matched territory-wide study. Pharmacological Research. 165. 105473 doi:10.1016/j.phrs.2021.105473
  • Tse, G.*. , Lee, S. , Li, A. , Chang, D. , Li, G. , Zhou, J.†. , Liu, T.*. & Zhang, Q.*. (2021). Automated electrocardiogram analysis identifies novel predictors of ventricular arrhythmias in Brugada syndrome. Frontiers in Cardiovascular Medicine. 7. 618254 doi:10.3389/fcvm.2020.618254
  • Li, M. , Sun, X. , Liang, G. , Shen, Y. , Zhang, Q. & Feng, Y. (2021). Bayesian heterogeneous assembly time modeling for robotic performance prediction. Journal of Advanced Mechanical Design, Systems, and Manufacturing. 15/1. JAMDSM0007 doi:10.1299/jamdsm.2021jamdsm0007
  • He, C.†. , Wu, J.*. & Zhang, Q.*. (2021). Characterizing Research Leadership on Geographically Weighted Collaboration Network. Scientometrics. 126. 4005 - 4037. doi:10.1007/s11192-021-03943-w
  • Wong, E.L.Y. , Ho, K.F. , Dong, D. , Cheung, A.W.L. , Yau, P.S.Y. , Chan, E.Y.Y. , Yeoh, E.K. , Chien, W.T. , Chen, Y.F. , Poon, S. , Zhang, Q. & Wong, S.Y.S. (2021). Compliance with Standard Precautions and Its Relationship with Views on Infection Control and Prevention Policy among Healthcare Workers during COVID-19 Pandemic. International Journal of Environmental Research and Public Health. 18/7. 3420 doi:10.3390/ijerph18073420
  • Zhang, C.†. , Zhang, Q. , Yu, S. , Yu, J.J.Q. & Song, X. (2021). Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel. IEEE Transactions on Computational Social Systems. 8/3. 754 - 767. doi:10.1109/TCSS.2021.3061702
  • Zhou, Z. , Xopmg, Z. , Xie, Q. , Xiao, P. , Zhang, Q. , Gu, J. , Li, J. , Hu, D. , Hu, X. , Shen, Y. & Li, Z. (2021). Computed tomography-based multiple body composition parameters predict outcomes in Crohn’s disease. Insights into Imaging. 12. 135 doi:10.1186/s13244-021-01083-6
  • Li, Z. , Wang, X. , Li, J. & Zhang, Q. (2021). Deep attributed network representation learning of complex coupling and interaction. Knowledge-Based Systems. 212. 106618 doi:10.1016/j.knosys.2020.106618
  • Xu, Z.†. , Xu, Y. , Cheung, F. , Cheng, M. , Lung, D. , Law, Y.W. , Chiang, B. , Zhang, Q.*. & Yip, S.F.P.*. (2021). Detecting Suicide Risk Using Knowledge-Aware Natural Language Processing and Counseling Service Data. Social Science & Medicine. 283. 114176 doi:10.1016/j.socscimed.2021.114176
  • Zhou, J.†. , Lee, S. , Liu, Y. , Liu, T. , Cao, Z. , Zeng, D.D. , Leung, K.S.K. , Wai, A.K.C. , Wong, I.C.K. , Cheung, B.M.Y. , Zhang, Q.*. & Tse, G.*. (2021). Development of a multivariable prediction model for severe COVID-19 disease: a population-based study from Hong Kong. npj Digital Medicine. 4. 66 doi:10.1038/s41746-021-00433-4
  • Yan, V.K.C. , Li, X. , Ye, X. , Ou, M. , Luo, R. , Zhang, Q. , Tang, B. , Cowling, B.J. , Hung, I. , Siu, C.W. , Wong, I.C.K. , Cheng, R.C.K. & Chan, E.W. (2021). Drug Repurposing for the Treatment of COVID-19: A Knowledge Graph Approach. Advanced Therapeutics. 4/7. 2100055 doi:10.1002/adtp.202100055
  • Chen, J. , Zhang, J. , Xu, X. , Fu, C. , Zhang, D. , Zhang, Q. & Xuan, Q. (2021). E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 51/6. 3699 - 3712. doi:10.1109/TSMC.2019.2932913
  • Yang, J.†. , Xu, Z.†. , Wu, W.K.K. , Chu, Q. & Zhang, Q.*. (2021). GraphSynergy: Network Inspired Deep Learning Model for Anti–Cancer Drug Combination Prediction. Journal of the American Medical Informatics Association. 28/11. 2336 - 2345. doi:10.1093/jamia/ocab162
  • Cheng, C. , Zhou, J.†. , Yu, H. , Zhang, Q. , Lin, Y. , Li, D. , Yang, Y. , Wang, Y. , Tse, G. & Xia, Y. (2021). Identification of important risk factors for all-cause mortality of acquired long QT syndrome patients using random survival forests and non-negative matrix factorization. Heart Rhythm. 18/3. 426 - 433. doi:10.1016/j.hrthm.2020.10.022
  • Li, L.†. , Tian, J. , Zhang, Q.*. & Zhou, J.†. (2021). Influence of content and creator characteristics on sharing disaster-related information on social media. Information & Management. 58/5. 103489 doi:10.1016/j.im.2021.103489
  • Zhou, J.†. , Tse, G. , Lee, S. , Liu, T. , Cao, Z. , Zeng, D.D. , Leung, K.S.K. , Wai, A.K.C. , Wong, I.C.K. , Cheung, B.M.Y.*. & Zhang, Q.*. (2021). Interaction Effects Between Angiotensin-Converting Enzyme Inhibitors or Angiotensin Receptor Blockers and Steroid or Anti-viral Therapies in COVID-19: A Population-based Study. Journal of Medical Virology. 93/5. 2635 - 2641. doi:10.1002/jmv.26904
  • Young, S.D. , Zhang, Q. , Zhou, J.†. & Pacula, R.L. (2021). Internet Search and Medicaid Prescription Drug Data as Predictors of Opioid Emergency Department Visits. npj Digital Medicine. 4. 21 doi:10.1038/s41746-021-00392-w
  • Zhou, J.†. , Leung, K.S.K. , Kong, D. , Lee, S. , Liu, T. , Wai, A.K.C. , Chang, C. , Zhang, Q.*. & Tse, G.*. (2021). Low rates of liver injury in edoxaban users: evidence from a territory-wide observational cohort study. Clinical Cardiology. 44/7. 886 - 889. doi:10.1002/clc.23570
  • Bazoukis, G. , Stavrakis, S. , Zhou, J.†. , Bollepalli, S.C. , Tse, G. , Zhang, Q. , Singh, J.P. & Armoundas, A.A. (2021). Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review. Heart Failure Reviews. 26. 23 - 34. doi:10.1007/s10741-020-10007-3
  • Tse, G. , Hao, G. , Lee, S. , Zhou, J.†. , Zhang, Q. , Du, Y. , Liu, T. , Cheng, S.H. & Wong, W.T. (2021). Measures of repolarization variability predict ventricular arrhythmogenesis in heptanol-treated Langendorff-perfused mouse hearts. Current Research in Physiology. 4. 125 - 134. doi:10.1016/j.crphys.2021.04.001
  • Huang, D. , Wang, X. , Liu, Y. , Huang, Z. , Hu, X. , Hu, W. , Li, Q. , Chan, H. , Zou, Y. , Ho, I. , Wang, Y. , Cheng, A. , Kang, W. , To, K. , Wang, M. , Wong, S. , Yu, J. , Gin, T. , Zhang, Q. , Li, Z. , Shen, J. , Zhang, L. , Chan, M.T.V. , Liu, X. & Wu, W.K.K. (2021). Multi-omic analysis suggests tumor suppressor genes evolved specific promoter features to optimize cancer resistance. Briefings in Bioinformatics. 22/5. bbab040 doi:10.1093/bib/bbab040
  • Ciobanu, A. , Oana, M. , Gheorghe, G.S. , Iliesiu, A.M. , Zhou, J.†. , Zhang, Q. , Nanea, I.T. & Tse, G. (2021). Mutual information reveals non-linear relationships between electrocardiographic conduction or repolarization indices and mechanical dispersion by speckle-tracking echocardiography in the general population. Ultrasound in Medicine and Biology. 47/5. 1408 - 1420. doi:10.1016/j.ultrasmedbio.2021.01.027
  • Ye, Y.†. , Zhang, Q.*. , Cao, Z. & Zeng, D.D. (2021). Optimal vaccination program for two infectious diseases with cross immunity spreading on a network. EPL (Europhysics Letters). 133/4. 46001 - (featured as Editor's Pick). doi:10.1209/0295-5075/133/46001
  • Lee, S. , Zhou, J.†. , Jeevaratnam, K. , Wong, W.T. , Wong, I.C.K. , Mak, C. , Mok, N.S. , Liu, T. , Zhang, Q. & Tse, G. (2021). Paediatric/young versus adult patients with long QT syndrome. Open Heart. 8/2. e001671 doi:10.1136/openhrt-2021-001671
  • Lee, S. , Liu, T. , Zhou, J.†. , Zhang, Q. , Wong, W.T. & Tse, G. (2021). Predictions of diabetes complications and mortality using hba1c variability: a 10-year observational cohort study. Acta Diabetologica. 58. 171 - 180. doi:10.1007/s00592-020-01605-6
  • Lee, S. , Zhou, J.†. , Guo, C.S. , Wong, W.T. , Liu, T. , Wong, I.C.K. , Jeevaratnam, K. , Zhang, Q.*. & Tse, G.*. (2021). Predictive scores for identifying patients with type 2 diabetes mellitus at risk of acute myocardial infarction and sudden cardiac death. Endocrinology, Diabetes & Metabolism. 4/3. e00240 doi:10.1002/edm2.240
  • Zheng, X. , Wang, X. , Li, Z. , Jing, R. , Xu, S. , Wang, T. , Li, L.†. , Zhang, Z. , Zhang, Q. , Jiang, H. , Guo, Z. , Zhang, X. & Wang, F.Y. (2021). Presidency in Cyberspace: A Case Study of Social Perception and Social Influence in Digital Oligarchy Era. IEEE Transactions on Computational Social Systems. 8/2. 279 - 293. doi:10.1109/TCSS.2021.3063167
  • Zhou, J.†. , Wang, X. , Lee, S. , Wu, W.K.K. , Cheung, B.M.Y. , Zhang, Q.*. & Tse, G.*. (2021). Proton pump inhibitor or famotidine use and severe COVID-19 disease: a propensity score-matched territory-wide study. Gut. 70/10. 2012 - 2013. doi:10.1136/gutjnl-2020-323668
  • Tse, G. , Zhou, J.†. , Lee, S. , Wong, W.T. , Li, X. , Liu, T. , Cao, Z. , Zeng, D.D. , Wai, A.K.C. , Wong, I.C.K. , Cheung, B.M.Y.*. & Zhang, Q.*. (2021). Relationship between angiotensin-converting enzyme inhibitors or angiotensin receptor blockers and COVID-19 incidence or severe disease. Journal of Hypertension. 39/8. 1717 - 1724. doi:10.1097/HJH.0000000000002866
  • Chen, D. , Li, Y. , Zhang, Q. & Du, G. (2021). Route Selection of Multimodal Transport Based on China Railway Transportation. Journal of Advanced Transportation. 9984659 doi:10.1155/2021/9984659
  • Zhou, H.†. , Zhang, Q.*. , Cao, Z. , Huang, H. & Zeng, D.D.*. (2021). Sustainable targeted interventions to mitigate the COVID-19 pandemic: A big data-driven modeling study in Hong Kong. Chaos. 31/10. 101104 - (fast track; featured as Editor's Pick) doi:10.1063/5.0066086
  • Tse, G. , Lee, S. , Zhou, J.†. , Liu, T. , Wong, I.C.K. , Mak, C. , Mok, N.S. , Mok, N.S. , Jeevaratnam, K. , Zhang, Q. , Cheng, S.H. & Wong, J. (2021). Territory-wide Chinese cohort of congenital long QT syndrome: random survival forest and Cox analyses. Frontiers in Cardiovascular Medicine. 8. 608592 doi:10.3389/fcvm.2021.608592
  • Lee, S. , Zhou, J.†. , Li, K. , Leung, K. , Lakhani, I. , Liu, T. , Wong, I.C.K. , Mok, N.S. , Mak, C. , Jeevaratnam, K. , Zhang, Q.*. & Tse, G.*. (2021). Territory-wide cohort study of Brugada syndrome in Hong Kong: predictors of long-term outcomes using random survival forests and non-negative matrix factorization. Open Heart. 8/1. e001505 doi:10.1136/openhrt-2020-001505
  • Zhou, J.†. , Li, H. , Chang, C. , Wu, W.K.K. , Wang, X. , Liu, T. , Cheung, B.M.Y. , Zhang, Q. , Lee, S. & Tse, G. (2021). The association between blood pressure variability and hip or vertebral fracture risk: A population-based study. Bone. 150. 116015 doi:10.1016/j.bone.2021.116015
  • Wang, Y. , Cao, Z. , Zeng, D.D. , Zhang, Q. & Luo, T. (2021). The collective wisdom in the COVID-19 research: comparison and synthesis of epidemiological parameter estimates in preprints and peer-reviewed articles. International Journal of Infectious Diseases. 104. 1 - 6. doi:10.1016/j.ijid.2020.12.040
  • Yang, J.†. , Zhang, Q.*. , Cao, Z. , Gao, J. , Pfeiffer, D. , Zhong, L.†. & Zeng, D.D.*. (2021). The impact of non-pharmaceutical interventions on the prevention and control of COVID-19 in New York City. Chaos. 31/2. 021101 - (fast track; featured as Editor's Pick). doi:10.1063/5.0040560
  • Xu, Z.†. , Yang, J.†. , Lau, K.K. , Yip, S.F.P. , Wong, I.C.K.*. & Zhang, Q.*. (Nov 2020). Understanding the association between antidepressants and the risk of being diagnosed with dementia in older people: a self-controlled case series study. Journal of Alzheimer's Disease. 78/2. 735 - 744. doi:10.3233/JAD-200875
  • Ye, Y.†. , Zhang, Q.*. , Ruan, Z. , Cao, Z. , Xuan, Q. & Zeng, D.D. (Oct 2020). Effect of heterogeneous risk perception on information diffusion, behavior change, and disease transmission. Physical Review E. 102. 042314 doi:10.1103/PhysRevE.102.042314
  • Wang, Y.†. , Zhang, Q.*. & Yang, X. (joint first authors)*. (Jun 2020). Evolution of the Chinese Guarantee Network under Financial Crisis and Stimulus Program. Nature Communications. 11. 2693 doi:10.1038/s41467-020-16535-8
  • Tse, G. , Lee, S. , Jiang, X. , Chang, D. , Gu, Y. , Huang, Z. , Li, X. , Wang, Q. , Zeng, S. , Li, G. , Hu, D. , Zhou, J.†. , Zhang, Q. , Yan, G. , Xia, Y. , Liu, F.Z. & Liu, T. (2020). An Open Invitation to Join the International Brugada Electrocardiographic Indices Registry. Cardiovascular Innovations and Applications. 4/3. 217 - 221. doi:10.15212/CVIA.2019.0568
  • Li, C.K.H. , Xu, Z.†. , Ho, J. , Lakhani, I. , Liu, Y. , Bazoukis, G. , Liu, T. , Wong, W.T. , Cheng, S.H. , Chan, M.T.V. , Zhang, L. , Gin, T. , Wong, M.C.S. , Wong, I. , Wu, W.K.K. , Zhang, Q.*. & Tse, G.*. (2020). Association of NPAC score with survival after acute myocardial infarction. Atherosclerosis. 301. 30 - 36. doi:10.1016/j.atherosclerosis.2020.03.004
  • Li, L.†. , Zhang, Q.*. , Wang, X. , Wang, T. , Wang, T. , Guo, T.L. , Duan, W. , Tsoi, K.K.F. & Wang, F.Y. (2020). Characterizing the Propagation of Situational Information in Social Media During COVID-19 Epidemic: A Case Study on Weibo. IEEE Transactions on Computational Social Systems. 7/2. 556 - 562. doi:10.1109/TCSS.2020.2980007
  • Guo, M.†. , Liao, X. , Liu, J. & Zhang, Q. (2020). Consumer Preference Analysis: A Data-driven Multiple Criteria Approach Integrating Online Information. Omega. 96. 102074 doi:10.1016/j.omega.2019.05.010
  • Li, L.†. , Wang, Z. , Zhang, Q. & Wen, H. (2020). Effect of anger, anxiety, and sadness on the propagation scale of social media posts after natural disasters. Information Processing & Management. 53/6. 102313 doi:10.1016/j.ipm.2020.102313
  • Zhou, J.†. , Zhang, Q.*. & Li, X. (2020). Fuzzy Factorization Machine. Information Sciences. 546. 1135 - 1147. doi:10.1016/j.ins.2020.09.067
  • Tse, G. , Zhou, J.†. , Li, S. , Liu, T. , Bazoukis, G. , Mililis, P. , Wong, I.C.K. , Chen, C. , Xia, Y. , Kamakura, T. , Aiba, T. , Kusano, K. , Zhang, Q.*. & Letsas, K.P.*. (2020). Incorporating latent features of electrocardiographic depolarization-repolarization indices by nonnegative matrix factorization improves risk stratification in Brugada syndrome. Journal of the American Heart Association. 9. e012714 doi:10.1161/JAHA.119.012714
  • Tse, G. , Zhou, J.†. , Woo, S.W. , Ko, C.H. , Lai, W.R.C. , Liu, T. , Liu, Y. , Leung, K.S.K. , Li, A. , Li, S. , Li, K.H.C. , Lakhani, I.*. & Zhang, Q.*. (2020). Multi-modality machine-learning approach for risk stratification in heart failure with left ventricular ejection fraction ≤ 45%. ESC Heart Failure. 7/6. 3716 - 3725. doi:10.1002/ehf2.12929
  • Tse, G. , Zhou, J.†. , Lee, S. , Liu, Y. , Leung, K.S.K. , Lai, R.W.C. , Burtman, A. , Wilson, C. , Liu, T. , Li, K.H.C. , Lakhani, I.*. & Zhang, Q.*. (2020). Multi‐parametric system for risk stratification in mitral regurgitation: a multi‐task Gaussian prediction approach. European Journal of Clinical Investigation. 50/11. e13321 doi:10.1111/eci.13321
  • Lee, S. , Li, C. , Zhou, J.†. , Leung, K.S.K. , Lai, R.W. , Li, G. , Liu, T. , Letsas, K. , Mok, N.S. , Zhang, Q.*. & Tse, G.*. (2020). Outcomes in Brugada syndrome patients with implantable cardioverter-defibrillators: insights from the SGLT2 registry. Frontiers in Physiology. 11. 204 doi:10.3389/fphys.2020.00204
  • Luo, H. , Lau, K.K. , Wong, G. , Chan, W.C. , Mak, H.K.F. , Zhang, Q. , Knapp, M. & Wong, I.C.K. (2020). Predicting dementia diagnosis from cognitive footprints in electronic health records: a case–control study protocol. BMJ Open. 10/11. e043487 doi:10.1136/bmjopen-2020-043487
  • Xu, Z.†. , Zhang, Q.*. & Yip, S.F.P.*. (2020). Predicting Post-discharge Self-harm Incidents using Disease Comorbidity Network: A Retrospective Machine Learning Study. Journal of Affective Disorders. 277. 402 - 409. doi:10.1016/j.jad.2020.08.044
  • Tse, G. , Lakhani, I.R. , Zhou, J.†. , Ka, H.C. , Lee, S. , Liu, Y. , Leung, K.S. , Liu, T. , Baranchuk, A. & Zhang, Q.*. (2020). P-wave area predicts new onset atrial fibrillation in mitral stenosis: A machine learning approach. Frontiers in Bioengineering and Biotechnology. 8. 479 doi:10.3389/fbioe.2020.00479
  • He, C.†. , Wu, J.*. & Zhang, Q.*. (2020). Research Leadership Flow Determinants and the Role of Proximity in Research Collaborations. Journal of the Association for Information Science and Technology. 71/11. 1341 - 1356. doi:10.1002/asi.24331
  • Lee, S. , Zhou, J.†. , Liu, T. , Letsas, K. , Hothi, S. , Vassiliou, V. , Li, G. , Baranchuk, A. , Chang, D. , Zhang, Q.*. & Tse, G.*. (2020). Temporal variability in electrocardiographic indices in subjects with Brugada patterns. Frontiers in Physiology. 11. 953 doi:10.3389/fphys.2020.00953
  • Ruan, Z. , Yu, B. , Shu, X. , Zhang, Q. & Xuan, Q. (2020). The impact of malicious nodes on the spreading of false information. Chaos. 30/8. 083101 doi:10.1063/5.0005105
  • Huang, R. , Luo, G. , Duan, Q. , Zhang, L. , Zhang, Q. , Tang, W. , Smith, M.K. , Li, J. & Zou, H. (2020). Using Baidu search index to monitor and predict newly diagnosed cases of HIV/AIDS, syphilis and gonorrhea in China: estimates from a vector autoregressive (VAR) model. BMJ Open. 10. e036098 doi:10.1136/ bmjopen-2019-036098
  • Cao, Z. , Zeng, D. , Zhang, Q. & Wang, Y. (2020). 新冠肺炎疫情的复杂性特征与分析研判. 中国科学基金. 34/6. 675 - 682. doi:10.16262/j.cnki.1000-8217.2020.06.004
  • Chai, Y.†. , Luo, H. , Zhang, Q.*. , Cheng, Q. , Lui, C.S.M. & Yip, S.F.P.*. (May 2019). Developing an Early Warning System of Suicide Using Google Trends and Media Reporting. Journal of Affective Disorders. 255/1. 41 - 49. doi:10.1016/j.jad.2019.05.030
  • Lin, S. , Zhang, Q. , Chen, F.Y.H. , Luo, L. , Chen, L. & Zhang, W. (Apr 2019). Smooth Bayesian Network Model for the Prediction of Future High-cost Patients with COPD. International Journal of Medical Informatics. 126. 147 - 155. doi:10.1016/j.ijmedinf.2019.03.017
  • Wong, ZSY. , Zhou, J.†. & Zhang, Q. (Jan 2019). Artificial Intelligence for infectious disease Big Data Analytics. Infection, Disease & Health. 24. 44 - 48. doi:10.1016/j.idh.2018.10.002
  • Xu, Z.†. , Zhang, Q.*. , Chen, D. & He, Y. (2019). Characterizing the Connectivity of Railway Networks. IEEE Transactions on Intelligent Transportation Systems. 21/4. 1491 - 1502. doi:10.1109/TITS.2019.2909120
  • Xu, Q. , Wang, X. , Li, J. , Zhang, Q. & Chai, L. (2019). Distributed Subgraph Matching on Big Knowledge Graphs Using Pregel. IEEE Access. 7. 116453 - 116464. doi:10.1109/ACCESS.2019.2936465
  • Xu, Z.†. , Zhang, Q.*. , Li, W. , Li, M. & Yip, S.F.P. (2019). Individualized Prediction of Depressive Disorder in the Elderly: A Multitask Deep Learning Approach. International Journal of Medical Informatics. 132. 103973 doi:10.1016/j.ijmedinf.2019.103973
  • Wang, P. & Zhang, Q. (2019). Train delay analysis and prediction based on big data fusion. Transportation Safety and Environment. 1/1. 79 - 88. doi:10.1093/tse/tdy001
  • Zhang, Q.*. , Zhong, L.†. , Gao, S. & Li, X. (Dec 2018). Optimizing HIV Interventions for Multiplex Social Networks Via Partition-Based Random Search. IEEE Transactions on Cybernetics. 48/12. 3411 - 3419. doi:10.1109/TCYB.2018.2853611
  • Zhang, Q.*. , DiFranzo, D. , Gloria, M.J.K. , Makni, B. & Hendler, J.A. (2018). Analyzing the Flow of Trust in the Virtual World with Semantic Web Technologies. IEEE Transactions on Computational Social Systems. 5/3. 807 - 815. doi:10.1109/TCSS.2018.2862897
  • Li, L.†. , Zhang, Q.*. , Tian, J. & Wang, H. (2018). Characterizing Information Propagation Patterns in Emergencies: A Case Study with Yiliang Earthquake. International Journal of Information Management. 38/1. 34 - 41. doi:10.1016/j.ijinfomgt.2017.08.008
  • Li, Y. , Guo, H. , Zhang, Q. , Gu, M. & Yang, J. (2018). Imbalanced text sentiment classification using universal and domain-specific knowledge. Knowledge-Based Systems. 160. 1 - 15. doi:10.1016/j.knosys.2018.06.019
  • Zhou, J.†. , Zhang, Q.*. , Zeng, D.D. & Tsui, K.-L. (2018). Influence of Flavors on the Propagation of Electronic Cigarettes Related Information: A Social Media Study. JMIR Public Health and Surveillance. 4/1. e27 doi:10.2196/publichealth.7998
  • Dong, R. , Li, L.†. , Zhang, Q.*. & Cai, G. (2018). Information Spread on Social Media During Natural Disasters. IEEE Transactions on Computational Social Systems. 5/1. 265 - 276. doi:10.1109/TCSS.2017.2786545
  • Zhong, L.†. , Zhang, Q.*. & Li, X. (2018). Modeling the Intervention of HIV Transmission across Intertwined Key Populations. Scientific Reports. 8. 2432 doi:10.1038/s41598-018-20864-6
  • Wang, H.†. , Zhang, Q.*. , Ip, M. & Lau, J. T. F. (2018). Social Media-based Conversational Agents for Health Management and Interventions. IEEE Computer. 51/8. 26 - 33. doi:10.1109/MC.2018.3191249
  • Wang, H.†. , Zhang, Q.*. , So, H.-Y. , Kwok, A. & Wong, S.-Y. (2018). Temporal Prediction of In-Hospital Falls using Tensor Factorization. BMJ Innovations. 4/2. 75 - 83. doi:10.1136/bmjinnov-2017-000221
  • Yang, D. , Chow, T.W.S. , Zhong, L. & Zhang, Q. (2018). The competitive information spreading over multiplex social networks. Physica A: Statistical Mechanics and its Applications. 503. 981 - 990. doi:10.1016/j.physa.2018.08.096
  • Yang, D. , Chow, T.W.S. , Zhong, L. , Tian, Z. , Zhang, Q. & Chen, G. (2018). True and fake information spreading over the Facebook. Physica A: Statistical Mechanics and its Applications. 505. 984 - 994. doi:10.1016/j.physa.2018.04.026
  • Zhang, Q.*. , Chai, Y.†. , Li, X. , Young, S. & Zhou, J.†. (2018). Using internet search data to predict new HIV diagnoses in China: A modelling study. BMJ Open. 8/10. e018335 doi:10.1136/bmjopen-2017-018335
  • Young, S. D. & Zhang, Q. (2018). Using search engine big data for predicting new HIV diagnoses. PLoS ONE. 13/7. e0199527 doi:10.1371/journal.pone.0199527
  • Nakatsuji, M. , Zhang, Q. , Lu, X. , Makni, B. & Hendler, J. (Dec 2017). Semantic Social Network Analysis by Cross-domain Tensor Factorization. IEEE Transactions on Computational Social Systems. 4/4. 207 - 217. doi:10.1109/TCSS.2017.2732685
  • Li, M. , Meng, H. & Zhang, Q. (2017). A nonparametric Bayesian modeling approach for heterogeneous lifetime data with covariates. Reliability Engineering & System Safety. 167. 95 - 104. doi:10.1016/j.ress.2017.05.029
  • Xu, Q. , Gel, Y. , Ramirez, L. , Nezafati, K. , Zhang, Q. & Tsui, K-L. (2017). Forecasting influenza in Hong Kong with Google search queries and statistical model fusion. PLoS ONE. 12/5. e0176690 doi:10.1371/journal.pone.0176690
  • Wang, H.†. , Zhang, Q.*. & Yuan, J. (2017). Semantically Enhanced Medical Information Retrieval System: A Tensor Factorization Based Approach. IEEE Access. 5. 7584 - 7593. doi:10.1109/ACCESS.2017.2698142
  • Zheng, X. , Chen, W. , Wang, P. , Shen, D. , Chen, S. , Wang, X. , Zhang, Q. & Yang, L. (2016). Big Data for Social Transportation. IEEE Transactions on Intelligent Transportation Systems. 17/3. 620 - 630. doi:10.1109/TITS.2015.2480157
  • Zhang, Q.*. , Zeng, D. , Wang, F.-Y. , Breiger, R. & Hendler, J.A. (2016). Brokers or Bridges? Exploring Structural Holes in a Crowdsourcing System. IEEE Computer. 49/6. 56 - 64. doi:10.1109/MC.2016.166
  • Wang, X. , Zheng, X. , Zhang, Q. , Wang, T. & Shen, D. (2016). Crowdsourcing in ITS: The State of the Work and the Networking. IEEE Transactions on Intelligent Transportation Systems. 17/6. 1596 - 1605. doi:10.1109/TITS.2015.2513086
  • Zhang, Q.*. & Haglin, D. (2016). Semantic Similarity between Ontologies at Different Scales. IEEE/CAA Journal of Automatica Sinica. 3/2. 132 - 140. doi:10.1109/JAS.2016.7451100
  • Xu, R.†. & Zhang, Q.*. (2016). Understanding Online Health Groups for Depression: Social Network and Linguistic Perspectives. Journal of Medical Internet Research. 18/3. e63 doi:10.2196/jmir.5042
  • Wang, F.-Y. , Zeng, D. , Zhang, Q. , Hendler, J. & Cao, J. (1 Sep 2014). The Chinese “Human Flesh” Web: the first decade and beyond. Chinese Science Bulletin. 59/26. 3352 - 3361. doi:10.1007/s11434-014-0480-6
  • Wang, T. , Liu, Z. , Xiu, B. , Mo, H. & Zhang, Q. (2014). Characterizing the Evolution of Social Computing Research. IEEE Intelligent Systems. 29 (5). 48 - 56. doi:10.1109/MIS.2013.121
  • Zhang, Q.*. , Zeng, D. , Wang, F.-Y. & Wang, T. (21 Jun 2012). Understanding Crowd-Powered Search Groups: A Social Network Perspective. PLoS ONE. 7(6). e39749 doi:10.1371/journal.pone.0039749
  • Lai, G. , Zhang, Q.*. , Wen, D. , Gao, Y. , Feng, Z. , Ke, G. & Lu, H. (2012). A Prototype of the Next Generation Journal System for ITS: Academic Social Networking and Media Based on Web 3.0. IEEE Transactions on Intelligent Transportation Systems. 13(2). 1078 - 1087. doi:10.1109/TITS.2012.2195313
  • Wang, T. , Zhang, Q. , Liu, Z. , Liu, W. & Wen, D. (2012). On Social Computing Research Collaboration Patterns: A Social Network Perspective. Frontiers of Computer Science. 6(1). 122 - 130. doi:10.1007/s11704-011-1173-9
  • Zheng, X. , Zhong, Y. , Wang, F.-Y. , Zeng, D. , Zhang, Q. & Cui, K. (2011). 基于网络信息的社会动力学研究. 复杂系统与复杂性科学. 8(3). 1 - 12.
  • Zhang, Q.*. , Feng, Z. , Li, X. , Zheng, X. & Zhang, L. (2010). 25 Years’ Collaborations at IEEE Intelligent Systems. IEEE Intelligent Systems. 25(6). 67 - 75. doi:10.1109/MIS.2010.136
  • Feng, Z. , Zhang, Q. , Li, X. , Ke, G. & Xiong, G. (2010). A Bibliographic Analysis of the IEEE Intelligent Systems. IEEE Intelligent Systems. 25(6). 59 - 66. doi:10.1109/MIS.2010.137
  • Wang, F.-Y. , Zeng, D. , Hendler, J. , Zhang, Q. , Feng, Z. , Gao, Y. , Wang, H. & Lai, G. (2010). A Study of Human Flesh Search Engine: Crowd-Powered Expansion of Online Knowledge. IEEE Computer. 43(8). 45 - 53 (as cover feature). doi:10.1109/MC.2010.216

Conference Paper

  • Yuan, C. , Guo, M.†. , Xiang, C. , Wang, S. , Song, G. & Zhang, Q. (in press). An Actor-critic Reinforcement Learning Model for Optimal Bidding in Online Display Advertising. The Conference on Information and Knowledge Management (CIKM) 2022.
  • Wang, Y. , Chai, Y. & Zhang, Q. (September 24-25 Sep 2022). WALOR: Workload-driven Adaptive Layout Optimization of Raft Groups for Heterogeneous Distributed Key-Value Stores. The 19th Annual IFIP International Conference on Network and Parallel Computing (NPC 2022). Jinan. China: .
  • Sun, D. , Chai, Y. , Liu, C. , Sun, W. & Zhang, Q. (Jul 2022). R2B: high-efficiency and fair I/O scheduling for multi-tenant with differentiated demands. The 59th ACM/‌IEEE Design Automation Conference. (pp. 883 - 888). San Francisco. USA: ACM. doi:10.1145/3489517.3530521
  • Satti, D.I., Zhou, J., Lee, S., Liu, X., Lee, T.T.L., Zhou, O.H.I., Chang, C., Roever, L., Wong, W.T., Wai, A.K.C., Liu, T., Zhang, Q., Tse, G. (Apr 2022). Hip fractures risk in edoxaban versus warfarin users: a propensity score-matched population-based cohort study with competing risk analyses. American College of Cardiology 71st Annual Scientific Session & Expo. Washington DC. USA: .
  • Lee, Y.H.A., Zhou, J., Hui, J., Zhou, O., Lee, T., Leung, K., Wai, A., Lee, S., Liu, F.Z., Liu, T., Chang, C., Cheung, B., Zhang, Q., Tse, G. (Apr 2022). Neutrophil-lymphocyte ratio, blood pressure variability and incident cardiovascular events in patients attending family medicine clinics. American College of Cardiology 71st Annual Scientific Session & Expo. Washington DC. USA: .
  • Chan, J.S.K., Zhou, J., Li, A., Tan, M., Wong, W.T., Ciobanu, A., Gkouziouta, A., Letsas, K., Liu, T., Liu, Y., Zhang, Q., Tse, G. (Feb 2022). Clustering analysis based on automated electrocardiographic measurements to identify prognostically distinct phenotypes in patients hospitalized for heart failure: a retrospective cohort study. ESC Asia 2021 with APSC & AFC Virtual Congress (poster presentation). European Heart Journal 43(Suppl_1). (pp. ehab849.044 doi:10.1093/eurheartj/ehab849.044
  • Chan, J.S.K., Zhou, J., Satti, D.I., Lee, T.T.L., Chou, O.H.I., Wai, A.K.C., Ciobanu, A., Liu, Y., Liu, T., Zhang, Q., Tse, G. (Feb 2022). High visit-to-visit cholesterol variability predicts new-onset heart failure and adverse cardiovascular events: a retrospective population-based cohort study. ESC Asia 2021 with APSC & AFC Virtual Congress (oral presentation). European Heart Journal. 43(Suppl_1). (pp. ehab849.153 doi:10.1093/eurheartj/ehab849.153
  • Lakhani, I., Zhou, J., Li, A., Lee, S., Liu, T., Zhang, Q., Tse, G. (Feb 2022). Predictions of arrhythmic, heart failure and mortality outcomes in pericarditis using automated electrocardiogram analysis: a retrospective cohort study. ESC Asia 2021 with APSC & AFC Virtual Congress (oral presentation). European Heart Journal. 43(Suppl_1). (pp. ehab849.111 doi:10.1093/eurheartj/ehab849.111
  • Lee, S., Zhou, J., Lakhani, I., Yang, L., Liu, T., Zhang, Y., Xia, Y., Wong, W.T., Chan, E.W.Y., Wong, I.C.K., Tse, G., Zhang, Q. (Feb 2022). Programmed Cell Death 1 (PD-1) and Programmed Cell Death Ligand 1 (PD-L1) inhibitors and adverse cardiovascular events: a population-based study. European Society of Cardiology (ESC) Asia 2021 with Asian Pacific Society of Cardiology (APSC) and ASEAN Federation of Cardiology (AFC). European Heart Journal. 43(Suppl_1). (pp. ehab849.161 - (Winner of the Young Investigator Award)). doi:10.1093/eurheartj/ehab849.161
  • Luo, T. , Cao, Z. , Zhao, P. , Zeng, D.D. & Zhang, Q. (Nov 2021). Evaluating the Impact of Vaccination on COVID-19 Pandemic Used a Hierarchical Weighted Contact Network Model. 2021 IEEE International Conference on Intelligence and Security Informatics (ISI). doi:10.1109/ISI53945.2021.9624841
  • Yang, Y. , Cao, Z. , Zhao, P. , Zeng, D.D. , Zhang, Q. & Luo, Y. (Nov 2021). Extracting Impacts of Non-pharmacological Interventions for COVID-19 From Modelling Study. 2021 IEEE International Conference on Intelligence and Security Informatics (ISI). doi:10.1109/ISI53945.2021.9624840
  • Lee, S., Zhou, J., Letsas, K.P., Li, K.H.C., Liu, T., Zumhagen, S., Schulze-Bahr, E., Tse, G., Zhang, Q. (Sep 2021). Pairwise Feature Interactions to Predict Arrhythmic Risk of Brugada Syndrome. 2021 Computing in Cardiology (CinC). doi:10.23919/CinC53138.2021.9662913
  • Dong, C. , Zhang, J. , Lin, D. , Zhang, Q. , Yan, Z. , Yu, Y. , Kang, C. & Hu, B. (2021). An Integrated System for Online Pharmacy Drug Product Matching. The IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2021). Virtual. IEEE.
  • Leung, K.S.K., Zhou, J., Lee, S., Lakhani, I., Liu, T., Tse, G. (2021). Associations of triglyceride level and variabilities with lung-related infections, cancer and mortality outcomes: a territory-wide cohort study. British Cardiovascular Society Annual Conference. Manchester. U.K.: .
  • Lee, S., Zhou, J., Li, K.H.C., Leung, K.S.K., Lakhani, I., Liu, T., Wong, I.C.K., Mok, N.S., Jeevaratnam, K., Zhang, Q., Tse, G. (2021). Brugada syndrome in Hong Kong: long term outcome prediction through machine learning. European Heart Rhythm Association Congress 2021.
  • Lee, S., Zhou, J., Zhang, Q., Tse, G. (2021). Comparing dipeptidyl peptidase-4 inhibitors and sodium-glucose cotransporter-2 inhibitors on new-onset heart failure and myocardial infarction. British Cardiovascular Society Annual Conference. Manchester. U.K.: .
  • Ju, C., Zhou, J., Lee, S., Tan, M.S., Liu, T., Wu, W.K.K., Jeevaratnam, K., Chan, E.W.Y., Wong, I.C.K., Wei, L., Zhang, Q., Tse, G. (2021). Derivation of electronic frailty index for short-term mortality in heart failure: a machine learning approach. ESC Congress 2021 – The Digital Experience. Virtual Congress.
  • Kong, D., Zhou, J., Lee, S., Leung, K.S.K., Liu, T., Sawant, A.C., Corbelli, J., Wai, A.K.C., Chang, C., Zhang, Q. (2021). Edoxaban versus warfarin on stroke risk in patients with atrial fibrillation: a territory-wide cohort study. British Cardiovascular Society Annual Conference. Manchester. U.K.: .
  • Chen, Y., Zhou, J., Lee, S., Liu, T., Wu, W., Hothi, S., Zhang, Q., Tse, G., Wang, Y. (2021). Electronic frailty index for predicting mortality outcome of patients undergoing transaortic valvular implantation. ESC Acute CardioVascular Care Congress 2021 (published in European Heart Journal Acute Cardiovascular Care). 10/1. (pp. zuab020.211 doi:10.1093/ehjacc/zuab020.211
  • Chan, J.S.K., Zhou, J., Lee, S., Li, A., Tan, M., Leung, K.S., Jeevaratnam, K., Liu, T., Zhang, Q., Tse, G. (2021). Fragmented QRS is Independently Predictive of Long-Term Adverse Clinical Outcomes in Asian Patients Hospitalized for Heart Failure: A Retrospective Cohort Study. American Heart Association Scientific Sessions 2021 (Circulation Vol 144, Issue Suppl_1, Abstract 12408).
  • Lee, S., Zhou, Woo, J.W., Chau, Y.L.A., Kong, D., Wai, A.K.C., Leung, K.S.K., Liu, T., Jeevaratnam, K., Cheung, B.M.Y., Zhang, Q., Tse, G. (2021). Higher Alkaline Phosphatase Mean and Variability Predict Heart Failure and All-cause Mortality. ESC Heart Failure 2021 Congress. Virtual Congress.
  • Lee, S., Zhou, Jeevaratnam, K., Wong, W.T., Wong, I.C.K., Mak, C., Mok, N.S., Liu, T., Zhang, Q., Tse, G. (2021). Paediatric/young versus adult patients with congenital long QT syndrome or catecholaminergic polymorphic ventricular tachycardia. ESC Congress 2021 – The Digital Experience. Virtual Congress.
  • Lee, S., Zhou, J., Guo, C.L., Wu, W.K.K., Wong, W.T., Liu, T., Wong, I.C.K., Jeevaratnam, K., Zhang, Q., Tse, G. (2021). Risk stratification score for acute myocardial infarction and sudden cardiac death in type 2 diabetes mellitus. ESC European Association of Preventive Cardiology Congress 2021.
  • Yu, S. , Zheng, J. , Chen, J. , Xuan, Q. & Zhang, Q. (Jul 2020). Unsupervised Euclidean Distance Attack on Network Embedding. The 5th IEEE International Conference on Data Science in Cyberspace (IEEE DSC). Hong Kong. China: IEEE.
  • Lee, S., Liu, T., Zhou, J., Zhang, Q., Wong, W.T., Tse, G. (2020). HbA1c Variability to Predict Diabetic Complications and Mortality: a 10-year Single-Center Cohort Study. Great Wall International Congress of Cardiology 2020/Asian Heart Society Congress 2020 (Awarded First Prize for English Speaking Competition to S. Lee). Beijing. China: .
  • Lee, S., Zhou, J., Guo, C.L., Wu, K.K.W., Wong, W.T., Liu, T., Wong, I.C.K., Jeevaratnam, K., Zhang, Q., Tse, G. (2020). Risk stratification of cardiac arrhythmias and sudden cardiac death in type 2 diabetic patients receiving insulin therapy: a territory-wide observational cohort study. Asia Pacific Heart Rhythm Society Virtual Congress 2020.
  • Xu, Z. , Zhang, J. , Zhang, Q. & Yip, S.F.P. (2019). Explainable Learning for Disease Risk Prediction Based on Comorbidity Networks. 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019). Bari. Italy: IEEE.
  • Tse, G. , LI, K.H.C. , Zhou, J. , Mililis, P. , Asvestas, D. , Leung, K.S.K. , Bazoukis, G. , Chan, C.P. , Chan, Y.S. , Ho, J. , Liu, T. , Zhang, Q. & Letsas, K.P. (2019). Novel electrocardiographic indices of cumulative depolarization-repolarization abnormalities predict inducible ventricular arrhythmias in Brugada syndrome. ESC Asia with APSC & AFC 2019. Singapore.
  • Li, Z. , Wang, X. , Li, J. & Zhang, Q. (2019). Structural Role Enhanced Attributed Network Embedding. 20th International Conference on Web Information Systems Engineering (WISE 2019). Hong Kong. China: ACM.
  • Li, K.H. , Ho, J. , Xu, Z. , Lakhani,, I. , Bazoukis, G. , Liu, T. , Wong, W.T. , Cheng, S.H. , Chan, M.T.V. , Gin, T. , Wong, M.C.S. , Wong, I. , Wu, W.K.K. , Zhang, Q. & Tse, G. (2019). The NPAC score for predicting survival after incident acute myocardial infarction. ESC Congress 2019 together with World Congress of Cardiology (published in European Heart Journal as supplement). 40/1. (pp. P5014 Paris. France: European Society of Cardiology. doi:10.1093/eurheartj/ehz746.0192
  • Wang, H. & Zhang, Q. (2017). Semantic Expansion Network based Relevance Analysis for Medical Information Retrieval. International Conference for Smart Health. Hong Kong.
  • Xu, R. & Zhang, Q. (Jan 2016). Social Dynamics of the Online Health Communities for Mental Health. International Conference of Smart Health. 9545. (pp. 267 - 277). Phoenix. USA: doi:10.1007/978-3-319-29175-8_25
  • Huang, J. , Zhang, Q. , Li, L. , Yang, Y. , Chiaradia, AJF. , Pryor, M.R. & Webster, C.J. (2016). Pleasant Urban Experiences: ReExamining Place-Making Theories Using Social Media Data in High-Density Cities. the 52nd International Society of City and Regional Planners (ISOCARP) Congress. Durban. South Africa: ISOCARP.
  • Halcrow, C. & Zhang, Q. (Jun 2015). A values and psychological attribute approach to the analysis of the Scottish Independence Referendum context in Twitter. ACM Web Science Conference (WebSci'15). Oxford. UK: University of Oxford.
  • Zhang, Q. , Makni, B. & Hendler, J. (Aug 2014). The Twitter Observatory: Exploring Social and Semantic Relationships in Social Media. 8th Chinese Semantic Web & Web Science Conference (CSWS 2014). Wuhan. China: WHU.
  • Zeng, K. , Wang, X. , Zhang, Q. , Zhang, X. & Wang, F.-Y. (Jul 2014). Behavior Modeling of Internet Water Army in Online Forums. The 19th World Congress of the International Federation of Automatic Control (IFAC 2014). (pp. 9858 - 9863). Cape Town. South Africa: IFAC.
  • Gloria, M.J.K. , McGuinness, D.L. , Luciano, J.S. & Zhang, Q. (2013). Exploration in Web Science: Instruments for Web Observatories. 1st International Web Observatory Workshop (WOW'13, in conjunction with WWW'13). Rio de Janeiro. Brazil: IW3C2.
  • Dominic, D. , Zhang, Q. , Gloria, M.J.K. & Hendler, J. (2013). Large Scale Social Network Analyss Using Semantic Web Technologies. Semantics for Big Data (S4BD), AAAI 2013 Fall Symposium. Arlington, VA. USA: AAAI.
  • Wang, T. , Zhang, Q. , Fu, J. , Wang, X. & Zheng, S. (2013). What is the Difference of Human Flesh Search Dissemination?. Pacific AsiaWorkshop on Intelligence and Security Informatics, (PAISI’13, in conjunction IJCAI’13). Beijing. China: IJCAI.
  • Gloria, M.J.K. , Bazan, S. & Zhang, Q. (2013). When Freedom Goes Global: Are We All Equally Safe On Social Media?. ACM Web Science 2013 (WebSci’13). Paris. France: ACM.
  • Zhang, Q. , Feng, Z. , Zeng, D. & Wang, F.-Y. (2010). Modeling Cyber-Enabled Crowd-Powered Search. The Second China National Conference on Social Computing (NCSC'10). Beijing. China: CAA and ACM.

Book Chapter

  • Shu, X. , Yu, B. , Ruan, Z. , Zhang, Q. & Xuan, Q. (2021). Information Source Estimation with Multi-Channel Graph Neural Network. Graph Data Mining: Algorithm, Security and Application. (pp. 1 - 27). Singapore. Springer. 978-981-16-2608-1. doi:10.1007/978-981-16-2609-8_1
  • Yu, S. , Zheng, J. , Wang, Y. , Chen, J. , Xuan, Q. & Zhang, Q. (2021). Network Embedding Attack: An Euclidean Distance Based Method. MDATA: A New Knowledge Representation Model: Theory, Methods and Applications. Springer. 978-3-030-71589-2. doi:10.1007/978-3-030-71590-8_8
  • Xu, R. , Zhou, J. , Zhang, Q. & Hendler, J. (2017). Research on Online Health Communities, A Systematic Review. Encyclopedia of Social Network Analysis and Mining (2nd edition). Springer.
  • Zhang, Q. , DiFranzo, D. & Hendler, J. (2017). Social Networking on the World Wide Web (2nd edition). Encyclopedia of Social Network Analysis and Mining (2nd edition).
  • Cao, J. , Duan, D. , Yang, L. , Zhang, Q. , Wang, S. & Wang, F.-Y. (2016). Social influence analysis in the big data era - A review. Big Data over Networks. Cambridge University Press. 9781107099005. doi:10.1017/CBO9781316162750.012
  • Ma, ZS. , Zhang, C. , Zhang, Q. , Li, J. , Qi, L. & Yang, X. (2016). A Brief Review on the Ecological Network Analysis with Applications in the Emerging Medical Ecology. Hydrocarbon and Lipid Microbiology Protocols. Springer. doi:10.1007/8623_2016_204
  • Xu, D. , Meng, C. , Zhang, Q. , Bhardwaj, P. & Son, Y.-J. (2014). A Hybrid Simulation-based Duopoly Game Framework for Analysis of Supply Chain and Marketing Activities. Applications of Multi-Criteria and Game Theory Approaches. (pp. 227 - 261). Springer. 978-1-4471-5294-1.
  • Zhang, Q. , Dominic, D. & Hendler, J. (2014). Social Networking on the World Wide Web. Encyclopedia of Social Network Analysis and Mining. (pp. 1879 - 1892). New York. Springer. 978-1-4614-6169-2. doi:10.1007/978-1-4614-6170-8_104


Alumni

  • A list of current PhD students
  • Dr. Yu Cheng (Ray) Hsu (Ph.D. Jointly supervised with Prof. Kwok Leung Tsui, Virginia Tech 2020-2022, Current: The University of Hong Kong)
  • Mr. Yishun Luo (RA 2021-2022, Current: The University of Minnesota, Twin Cities)
  • Mr. Wenlong Liu (M.S. and RA 2021-2022, Current: The University of Hong Kong)
  • Ms. Xinxin Gong (RA 2021-2022, Current: Huawei)
  • Dr. Jin Wang (Postdoc 2021, Current: Rutgers Business School, Rutgers University)
  • Dr. Fengshi Jing (Ph.D. 2018-2021, Current: The University of North Carolina at Chapel Hill and Guangdong Second Provincial General Hospital)
  • Dr. Chaocheng He (Ph.D. Jointly supervised with Prof. Jiang Wu, Wuhan University 2018-2021, Current: Wuhan University)
  • Dr. Mengzhuo Guo (Ph.D. Jointly supervised with Prof. Xiuwu Liao, Xi'an Jiaotong University 2018-2021, Current: Tencent)
  • Dr. Jiandong Zhou (Ph.D. 2018-2021, Current: The University of Oxford)
  • Mr. Xinmiao Qu (M.S. 2020-2021, Current: China Telecom Global)
  • Mr. Kaichen Tang (M.S. 2019-2020, Current: The University of Texas Health Science Center at Houston)
  • Mr. Zhe Yuan (M.S. 2019-2020, Current: Huawei)
  • Dr. Zhongzhi Xu (Ph.D. 2017-2020, HKSBH Excellent Doctoral Dissertation in Behavioral Heath Award, Next: The University of Hong Kong, Current: Sun Yat-sen University)
  • Dr. Lu Zhong (Ph.D. 2015-2019, Current: Rensselaer Polytechnic Institute)
  • Mr. Chenhan Zhang (M.S. 2018-2019, Next: Southern University of Science and Technology, Current: University of Technology Sydney)
  • Dr. Jiaqi Zhou (Ph.D. 2015-2018, Current: Alibaba)
  • Dr. Haolin Wang (Ph.D. Jointly supervised with Prof. Jiahu Yuan, Chinese Academy of Sciences 2015-2018, Current: Chongqing Medical University)
  • Dr. Lifang Li (Ph.D. jointly supervised with Prof. Jun Tian, Xi'an Jiaotong University 2015-2018, Next: South China University of Technology, Current: King's College London)
  • Dr. Yingli Wang (Ph.D. jointly-supervised with Prof. Xiaoguang Yang, Chinese Academy of Sciences 2016-2018, Next: Chinese Academy of Sciences)
  • Ms. Yi Chai (M.S. 2016-2017, RA 2017-2018, Next: obtained Ph.D. from The University of Hong Kong, Current: The University of Hong Kong)
  • Dr. Ronghua Xu (Ph.D. 2014-2017, Current: Zhejiang University of Technology)
  • Ms. Manqing Dong (M.S. 2015-2016, Next: obtained Ph.D. from The University of New South Wales, Current: eBay)


Press coverage



Open positions

  • I am looking for highly motivated Ph.D. students and Postdoc to do research on medical informatics and complex networks. Interested candidates please send your CV, transcripts, and publications (if any) to me for consideration.


Last update date : 27 Jan 2023