Sun, Y., Salerno, S., Pan, Z. Yang, E. Sujimongkol, C. Song, J. Wang, X. Han, P. Zeng, D. Kang, J. Christiani, D. Li, Y.
Assessing the Prognostic Utility of Clinical and Radiomic Features for COVID-19 Patients Admitted to ICU: Challenges and Lessons Learned.

Sun, Y., Haridas, C., Yang, C. J. Christiani, C. D. Kang, J. Li, Y.
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients

Sun, Y., Salerno, S., He, X. Pan, Z. Yang, E. Sujimongkol, C. Song, J. Wang, X. Han, P. Kang, J. Sjoding, M. Jolly, S. Christiani, D. Li, Y.
Use of machine learning to assess the prognostic utility of radiomic features for in-hospital COVID-19 mortality

Sun, Y., Kang, J., Brummett, C. Li, Y.
Individualized risk assessment of preoperative opioid use by interpretable neural network regression

Alvarez, A. A. R., Sun, Y., Kothari, J. Digumarthy, S. R. Byrne, N. M. Li, Y. Christiani, D. C.
Sex disparities in lung cancer survival rates based on screening status

Salerno, S., Sun, Y., Morris, E. L. He, X. Li, Y. Pan, Z. Han, P. Kang, J. Sjoding, M. W. Li, Y.
Comprehensive evaluation of COVID-19 patient short- and long-term outcomes: Disparities in health care utilization and post-hospitalization outcomes

Noshad, M., Choi, J., Sun, Y., Hero, A. Dinov, I. D.
A data value metric for quantifying information content and utility

Zhang,H., Sun, Y., Zhang, D. Zhang, C. Chen, G.
Direct medical costs for patients with schizophrenia: a 4-year cohort study from health insurance claims data in Guangzhou city,Southern China