Biography

Research Interest

• Disease dynamics prediction and intervention based on large-scale causal networks
• Medical statistics

Education Experience

• 2020 - 2025 | School of Public Health, Shandong University | Medicine, Biostatistics | Ph.D | M.M./Ph.D. program | (Supervisor: Fuzhong Xue)

Publication

• [1] Y Yu, S Zhang, H Li, F Xue, A bayesian network model for neurocognitive disorders digital screening in Chinese population: development and validation study, BMC psychiatry, 25(1), 760 (2025)
• [2] S Zhang, Q Wang, X Hu, B Zhang, S Sun, Y Yuan, X Jia, Y Yu, F Xue, Interpretable machine learning model for digital lung cancer prescreening in Chinese populations with missing data, NPJ Digital Medicine, 7(1), 327 (2024)
• [3] S Zhang, F Yang, L Wang, S Si, J Zhang, F Xue, Personalized prediction for multiple chronic diseases by developing the multi-task Cox learning model, PLoS Computational Biology, 19(9), e1011396 (2023)
• [4] F Yang, S Zhang, W Pan, R Yao, W Zhang, Y Zhang, G Wang, Q Zhang, ..., Signaling repurposable drug combinations against COVID-19 by developing the heterogeneous deep herb-graph method, Briefings in Bioinformatics, 23(5), bbac124 (2022)