Research Interests: Data Science; Artificial Intelligence; Health Informatics; Complex Network Analysis; Pharmacoepidemiology; Computational Risk Stratification; Biostatistics.
Biography: Jiandong's research focuses on developing novel data analytics and AI models for predictive risk modeling and pharmacoepidemiology in cardiovascular diseases and cancers. Jiandong is a final-year Ph.D. candidate majoring in Data Science in the School of Data Science, City University of Hong Kong.
Zhou, J., Wang, X., Lee, S., Wu, W. K. K., Cheung, B. M. Y., Zhang, Q., & Tse, G. (2020). Proton pump inhibitor or famotidine use and severe COVID-19 disease: a propensity score-matched territory-wide study. Gut. JCR Q1, Impact factor: 23.06. http://dx.doi.org/10.1136/gutjnl-2020-323668.
Zhou, J., Lee, S., Wang, X., Li, Y., Wu, W.K.K., 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. Nature NPJ Digital Medicine. JCRQ1, Impact factor: 11.653. https://doi.org/10.1038/s41746-021-00433-4.
Chen, C., Zhou, J. (Joint first author). Yu, H., Zhang, Q., Gao, L., Yin, X., ... & 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. JCRQ1, Impact factor: 6.343. https://doi.org/10.1016/j.hrthm.2020.10.022. 4.
Zhou, J., Zhang, Q., & Li, X. (2021). Fuzzy factorization machine. Information Sciences, 546, 1135-1147. JCRQ1, Impact factor: 6.795. https://doi.org/10.1016/j.ins.2020.09.067.