Wensheng Guo, Ph.D.
Professor of Biostatistics in Biostatistics and Epidemiology
Department: Biostatistics and Epidemiology
Graduate Group Affiliations
Contact information
Department of Biostatistics and Epidemiology
University of Pennsylvania
Perelman School of Medicine
Room 613 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
University of Pennsylvania
Perelman School of Medicine
Room 613 Blockley Hall
423 Guardian Drive
Philadelphia, PA 19104-6021
Office: 215-573-4466
Fax: 215-573-4865
Fax: 215-573-4865
Email:
wguo@mail.med.upenn.edu
wguo@mail.med.upenn.edu
Publications
Education:
B.S. (Computer Science)
University of Science and Technology of China, 1991.
M.S. (Biostatistics)
University of Colorado Health Sciences Center, 1994.
Ph.D. (Biostatistics)
University of Michigan, 1998.
Permanent linkB.S. (Computer Science)
University of Science and Technology of China, 1991.
M.S. (Biostatistics)
University of Colorado Health Sciences Center, 1994.
Ph.D. (Biostatistics)
University of Michigan, 1998.
Description of Research Expertise
Research interests:-Spline smoothing
-Time series analysis
-Functional models
-Longitudinal data analysis
Collaborative research includes:
-Hormone secretion patterns and feedback relationship between hormones
-Human circadian rhythms
-Seizure initiation and prediction using EEG data
Selected Publications
Guo, W; You, M;, Yi, J; Pontari, MA; Landis, JR: Functional mixed effects clustering with application to longitudinal urologic chronic pelvic pain syndrome symptom data. Journal of the American Statistical Association 117(540): 1631-1641, May 2023.Wang, TH; Ratcliffe, SJ; Guo, WS: Time-to-Event Analysis with Unknown Time Origins via Longitudinal Biomarker Registration. Journal of the American Statistical Association 8(543): 1968-1983, July 2023 Notes: DOI:10.1080/01621459.2021.2023552.
Jiang, JK; Yang, W; Schnellinger, EM; Kimmel, SE; Guo, WS: Dynamic logistic state space prediction model for clinical decision making. Biometrics 79(1): 73-85, March 2023 Notes: doi: 10.1111/biom.13593.
Wu, PH; Rodriguez-Soto, AE; Wiemken, A; Englund, EK; Rodgers, ZB; Langham, MC; Schwab, RJ; Detre, JA; Guo, WS; Wehrli, FW: MRI evaluation of cerebral metabolic rate of oxygen (CMRO2) in obstructive sleep apnea. Journal of Cerebral Blood Flow & Metabolism 42(6): 1049-1060, June 2022.
Ko TS, Mavroudis CD, Morgan RW, Baker WB, Marquez AM, Boorady TW, Devarajan M, Lin Y, Roberts AL, Landis WP, Mensah-Brown K, Nadkarni VM, Berg RA, Sutton RM, Yodh AG, Licht DJ, Guo W, Kilbaugh TJ: Non-invasive diffuse optical neuromonitoring during cardiopulmonary resuscitation predicts return of spontaneous circulation. Scientific Reports 11(1): 3828, February 2021.
Culyba AJ, Branas CC, Guo W, Miller E, Ginsburg KR, Wiebe DJ: Route Choices and Adolescent-Adult Connections in Mitigating Exposure to Environmental Risk Factors During Daily Activities. Journal of Interpersonal Violence 36(15-16): NP8852-NP8878, August 2021.
Chatterjee S, Caporale A, Tao JQ, Guo W, Johncola A, Strasser AA, Leone FT, Langham MC, Wehrli FW: Acute E-cig Inhalation impacts Vascular Health: A study in smoking naïve subjects. American Journal of Physiology-Heart and Circulatory Physiology 320(1): H144-H158, January 2021.
Wu PH, Rodríguez-Soto AE, Rodgers ZB, Englund EK, Wiemken A, Langham MC, Detre JA, Schwab RJ, Guo W, Wehrli FW: MRI evaluation of cerebrovascular reactivity in obstructive sleep apnea. Journal of Cerebral Blood Flow & Metabolism 40(6): 1328-1337, June 2020.
Sheng T, Hong Ong Y, Guo W, Zhu T: Reactive oxygen species explicit dosimetry to predict tumor growth for benzoporphyrin derivative-mediated vascular photodynamic therapy. Journal of Biomedical Optics 25(6): 1-13, January 2020.
Chatterjee S, Tao JQ, Johncola A, Guo W, Caporale A, Langham MC, Wehrli FW: Acute exposure to e-cigarettes causes inflammation and pulmonary endothelial oxidative stress in nonsmoking, healthy young subjects. American Journal of Physiology-Lung Cellular and Molecular Physiology 317(2): L155-L166, August 2019.