Assistant Professor of Biostatistics
General Dental Sciences
Courses Taught
- DENT 6002: An introduction to Biostatistics
Research Interests
- Biostatistics and data science in dentistry and public health
- Machine learning in biomedical science
- Statistical (epi)genetics and genomics
Publications
Link to Dr. Han's Google Scholar page
- GUENTSCH A, Bjork J, Saxe R, Han S, Dentino AR. An in-vitro analysis of the accuracy of different guided surgery systems - They are not all the same. Clinical Oral Implants Research 2023 Mar 9. doi: 10.1111/clr.14061
- Hamdan M, Badr Z, Bjork J, Saxe R, Malensek F, Miller C, Shah R, Han S, Rahimi H. Detection of dental restorations using no-code artificial intelligence. J Dent. 2023;104745 doi:10.1016/j.jdent.2023.104768.
- Hongmei Zhang, Xianzheng Huang, Shengtong Han, Faisal I. Rezwan, Wilfried Karmaus, Hasan Arshad, John W. Holloway (2021). Gaussian Bayesian network comparisons with graph ordering unknown. Computational Statistics and Data Analysis, 157, 107156.
- Lulu Hu, Yuwen Liu, Shengtong Han, Lei Yang, Xiaolong Cui, Yawei Gao, Qing Dai, Xingyu Lu, Xiaochen Kou, Yanhong Zhao, Wenhui Sheng, Shaorong Gao, Xin He and Chuan He (2019). Jump-seq: genome-wide capture and amplification of 5hmC sites. Journal of American Chemical Society, 141, 22, 8694-8697.
- Shengtong Han, Hongmei Zhang, Wenhui Sheng, Hasan Arshad (2019). The nested joint clustering via Dirichlet process mixture model. Journal of Statistical Computation and Simulation, 89, 815-830.
- Shengtong Han, Hongmei Zhang, Wilfried Karmaus, Graham Roberts, Hasan Arshad (2017). Adjusting background noise in cluster analysis of longitudinal data. Computational Statistics and Data Analysis, 109, 93-104.
- Shengtong Han, Hongmei Zhang, Gabrielle A. Lockett, Nandini Mukherjee, John W. Holloway, Wilfried J.J. Karmaus (2015). Identifying heterogeneous transgenerational DNA Methylation sites via clustering in Beta regression. The Annals of Applied Statistics, 9, 2052-2072.
- Shengtong Han, Raymond K. W. Wong, Thomas C. M. Lee, Linghao Shen, Shuo-Yen R. Li, Xiaodan Fan (2014). A Full Bayesian Approach for Boolean Genetic Network Inference. PLoS ONE,9(12): e115806. doi:10.1371/journal.pone. 0115806.
