Faculty

Wensheng Guo, Ph.D.

faculty photo
Professor of Biostatistics in Biostatistics and Epidemiology
Department: Biostatistics and Epidemiology

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
Office: 215-573-4466
Fax: 215-573-4865
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.
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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 In Press, 2022.

Wang, TH; Ratcliffe, SJ; Guo, WS: Time-to-Event Analysis with Unknown Time Origins via Longitudinal Biomarker Registration. Journal of the American Statistical Association In Press, 2022 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 In Press, 2021 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.

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Last updated: 06/01/2022
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