jiayang_sun_cropped

Jiayang Sun, PhD

Professor

Personal page: sun.case.edu
Director, Center for Statistical Research, Computing & Collaboration (sr2c)

jsun@case.edu | 216.368.0630 | Wood Bldg. WG-43

Education

Ph.D., Statistics, Stanford University
M.S., Statistics, Peking University

Research Interests

Professor Sun’s statistical research has  included: Simultaneous inference and Multiple testing; Selection bias and Measurement errors; Mixtures and Image analysis; Bioinformatics, Data mining/Big data;  Longitudinal and High-dimensional Data; Statistical computing and Data Analytics;  Semiparametrics, Nonparametircs and Random fields. Her interdisciplinary work has included: cancer,  imaging,  neuroscience, nuerosurgery, astronomy, engery, computer science and  law.

Honors

Elected Fellow of the American Statistical Association (ASA)
Elected Fellow of the Institute of Mathematical Statistics (IMS)
Elected Member of International Statistical Institute (ISI)

Recent & Selected Publications

  1. Koroukian, SM, Schiltz, NK, Warner, DF, Sun, J, Stange, KC, Given, CW, Dor, A. Multimorbidity: constellations of conditions across subgroups of midlife and older individuals, and related Medicare expenditures. J Comorb 2017; 7 (1): 33-43. PubMed PMID:29090187 PubMed Central PMC5556436.
  2. Ghose, S, Greer, PB, Sun, J, Pichler, P, Rivest-Henault, D, Mitra, J, Richardson, H, Wratten, C, Martin, J, Arm, J, Best, L, Dowling, JA. Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences. Phys Med Biol 2017; 62 (22): 8566-8580. PubMed PMID:28976369 .
  3. Karunamuni, G, Sheehan, MM, Doughman, YQ, Gu, S, Sun, J, Li, Y, Strainic, JP, Rollins, AM, Jenkins, MW, Watanabe, M. Supplementation with the Methyl Donor Betaine Prevents Congenital Defects Induced by Prenatal Alcohol Exposure. Alcohol. Clin. Exp. Res. 2017; 41 (11): 1917-1927. PubMed PMID:28888041 PubMed Central PMC5659922.
  4. Lemons, K, Fu, Z, Aoudé, I, Ogura, T, Sun, J, Chang, J, Mbonu, K, Matsumoto, I, Arakawa, H, Lin, W. Lack of TRPM5-Expressing Microvillous Cells in Mouse Main Olfactory Epithelium Leads to Impaired Odor-Evoked Responses and Olfactory-Guided Behavior in a Challenging Chemical Environment. eNeuro ; 4 (3): . PubMed PMID:28612045 PubMed Central PMC5467397.
  5. Cho, JI, Basnyat, B, Jeong, C, Di Rienzo, A, Childs, G, Craig, SR, Sun, J, Beall, CM. Ethnically Tibetan women in Nepal with low hemoglobin concentration have better reproductive outcomes. Evol Med Public Health 2017; 2017 (1): 82-96. PubMed PMID:28567284 PubMed Central PMC5442430.
  6. Gok, A, Ngendahimana, DK, Fagerholm, CL, French, RH, Sun, J, Bruckman, LS. Predictive models of poly(ethylene-terephthalate) film degradation under multi-factor accelerated weathering exposures. PLoS ONE 2017; 12 (5): e0177614. PubMed PMID:28498875 PubMed Central PMC5428936.
  7. Schiltz, NK, Warner, DF, Sun, J, Bakaki, PM, Dor, A, Given, CW, Stange, KC, Koroukian, SM. Identifying Specific Combinations of Multimorbidity that Contribute to Health Care Resource Utilization: An Analytic Approach. Med Care 2017; 55 (3): 276-284. PubMed PMID:27753745 PubMed Central PMC5309172.
  8. Carter, RR, Sun, J, Jump, RL. A Survey and Analysis of the American Public's Perceptions and Knowledge About Antibiotic Resistance. Open Forum Infect Dis 2016; 3 (3): ofw112. PubMed PMID:27382598 PubMed Central PMC4929486.
  9. Ghose, S, Mitra, J, Rivest-Hénault, D, Fazlollahi, A, Stanwell, P, Pichler, P, Sun, J, Fripp, J, Greer, PB, Dowling, JA. MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection. Med Phys 2016; 43 (5): 2218. PubMed PMID:27147334 .
  10. Koroukian, SM, Schiltz, N, Warner, DF, Sun, J, Bakaki, PM, Smyth, KA, Stange, KC, Given, CW. Combinations of Chronic Conditions, Functional Limitations, and Geriatric Syndromes that Predict Health Outcomes. J Gen Intern Med 2016; 31 (6): 630-7. PubMed PMID:26902246 PubMed Central PMC4870414.
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