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Wensheng Guo, Ph.D.
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Professor of Biostatistics in Biostatistics and Epidemiology
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Senior Scholar, Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania Perelman School of Medicine
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Department: Biostatistics and Epidemiology
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Graduate Group Affiliations
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Contact information
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Department of Biostatistics and Epidemiology
22 University of Pennsylvania
23 Perelman School of Medicine
1e Room 613 Blockley Hall
3a 423 Guardian Drive
Philadelphia, PA 19104-6021
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22 University of Pennsylvania
23 Perelman School of Medicine
1e Room 613 Blockley Hall
3a 423 Guardian Drive
Philadelphia, PA 19104-6021
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Office: 215-573-4466
32 Fax: 215-573-4865
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32 Fax: 215-573-4865
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Email:
wguo@mail.med.upenn.edu
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wguo@mail.med.upenn.edu
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Publications
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Education:
21 9 B.S. 1d (Computer Science) c
46 University of Science and Technology of China, 1991.
21 9 M.S. 1a (Biostatistics) c
46 University of Colorado Health Sciences Center, 1994.
21 a Ph.D. 1a (Biostatistics) c
2f University of Michigan, 1998.
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Permanent link21 9 B.S. 1d (Computer Science) c
46 University of Science and Technology of China, 1991.
21 9 M.S. 1a (Biostatistics) c
46 University of Colorado Health Sciences Center, 1994.
21 a Ph.D. 1a (Biostatistics) c
2f University of Michigan, 1998.
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1a -Spline smoothing
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1e -Time series analysis
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1b -Functional models
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24 -Longitudinal data analysis
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29 Collaborative research includes:
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4f -Hormone secretion patterns and feedback relationship between hormones
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21 -Human circadian rhythms
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38 -Seizure initiation and prediction using EEG data
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Description of Research Expertise
25 Research interests:8
1a -Spline smoothing
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1e -Time series analysis
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1b -Functional models
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24 -Longitudinal data analysis
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29 Collaborative research includes:
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4f -Hormone secretion patterns and feedback relationship between hormones
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21 -Human circadian rhythms
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38 -Seizure initiation and prediction using EEG data
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13b 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.
113 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.
164 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.
1ba 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.
14c 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.
160 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.
14b 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.
12d 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.
17f 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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Selected Publications
141 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 2023.13b 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.
113 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.
164 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.
1ba 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.
14c 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.
160 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.
14b 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.
12d 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.
17f 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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