Jiandong Zhou

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.


Selected publications:
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.