Jia Guo
Selected Publications
- Guo, J., Kiryluk, K., & Wang, S. (2024). PheW2P2V: a phenome-wide prediction framework with weighted patient representations using electronic health records. JAMIA Open, 7(3), ooae084.
- Guo, J., Riley, K. W., Durham, T., Margolis A. E., Wang, S., Perera, F., & Herbstman, J. B. (2022). Association studies of environmental exposures, DNA methylation and children's cognitive, behavioral, and mental health problems. Frontiers in genetics, 13, 871820.
- Guo, J., Lin, W. H. W., Zucker, J. E., Nandakumar, R., Uhlemann, A. C., Wang, S., & Shivakoti, R. (2022). Inflammation and mortality in COVID-19 hospitalized patients with and without type 2 diabetes. The Journal of Clinical Endocrinology & Metabolism, 107(5), e1961-e1968.
- Guo, J., Yuan, C., Shang, N., Zheng, T., Bello, N. A., Kiryluk, K., Weng, C., & Wang, S. (2021). Similarity-based health risk prediction using domain fusion and electronic health records data. Journal of biomedical informatics, 116, 103711.
Selected Projects
A systematic portfolio construction tool that distills nine alternative data signals into a daily composite score for 3,000+ US equities, used to construct a long/short portfolio.
An open-source workbench for clinical trial design and simulation. Provides 21 designs across 7 families with a cross-design view that lets researchers compare methodologies under the same scientific objective.
A real-time multiplayer web implementation of the Chinese card game Guan Dan, with an ISMCTS-powered AI bot to fill empty seats. Built with a shared TypeScript codebase across client and server.