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Page 1 of 11 YI GUO, Phd, MSPH Department of Health Outcomes Guo – CV, July 2018 YI GUO, PhD, MSPH Department of Health Outcomes and Biomedical Informatics College of Medicine, University of Florida 2004 Mowry Road, Suite 2251 PO Box 100177, Gainesville, FL 32610-0177 Tel: 352.294.5969; Email: [email protected] AREAS OF INTEREST/EXPERTISE Measuring and analyzing health outcomes (psychometric analysis/multi-level modeling) Heterogeneous data integration Health risk prediction modeling Digital/Mobile Health Health care delivery (program evaluation/comparative effectiveness studies) Social media (surveillance, recruitment, intervention delivery) PROFESSIONAL EXPERIENCE Assistant Professor 09/2012 – present Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL Statistical Research Coordinator 3 09/2010 – 08/2012 Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL Graduate Teaching Assistant 09/2009 – 05/2010 Division of Biostatistics, College of Public Health, Ohio State University, Columbus, OH EDUCATION PhD, Bioinformatics/Biochemistry, Ohio State University, Columbus, Ohio 2009 MS, Biostatistics/Public Health, Ohio State University, Columbus, Ohio 2010 BS, Biotechnology, Wuhan University, Wuhan, China 2002 PEER-REVIEWED PUBLICATIONS * indicates corresponding author 2018 55. Lossio-Ventura JA, Hogan WR, Modave F, Hicks A, Guo Y, He Z, Vasconcelos M, Wu Y, Huang J, Huang F, Bian J (2016). Automatic construction of an obesity and cancer knowledge base from biomedical literature. BMC Medical Informatics and Decision Making. (in press) 54. Guo Y, Bian J, Modave F, Li Q, George TJ, Prosperi M, Shenkman EA. Assessing the effect of data integration on predictive ability of cancer survival models. Health Informatics Journal. (in press) Page 1 of 11 Guo – CV, July 2018 53. Wu Y, Yang X, Bian J, Guo Y, Xu H, Hogan WR. Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition. Proceedings of American Medical Informatics Association 2018 Annual Symposium (AMIA 2018). (in press) 52. Zhang H, He Z, He X, Guo Y, Nelson DR, Modave F, Wu Y, Hogan WR, Bian J. Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. Proceedings of American Medical Informatics Association 2018 Annual Symposium (AMIA 2018). (in press) 51. Guo Y, Bian J, Li Q, Leavitt T, Rosenberg EI, Buford TW, Vincent HK, Smith MD, Modave F. A 3-minute test of cardiorespiratory fitness for use in primary care clinics. PLOS one. (in press) 50. Bernier A, Fedele D, Guo Y, Chavez S, Smith MD, Warnick J, Lieberman L, Modave F. New-Onset Diabetes Educator to Educate Children and Their Caregivers About Diabetes at the Time of Diagnosis: Usability Study. JMIR Diebetes. 2018 3(2):e10. 49. Guo Y, Musani SK, Sims M, Pearson TA, DeBoer MD, Gurka MJ. Assessing the added predictive ability of a metabolic syndrome severity score in predicting incident cardiovascular disease and type 2 diabetes: the Atherosclerosis Risk in Communities Study and Jackson Heart Study. Diabetol Metab Syndr. 2018 May 16;10:42. 48. He Z, Gonzalez-Izquierdo A, Denaxas S, Sura A, Guo Y, Hogan WR, Shenkman E, Bian J. Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment on Clinical Trials on Type 2 Diabetes Mellitus. Proceedings of American Medical Informatics Association 2017 Annual Symposium (AMIA 2017). 2018 Apr 16;2017:849-858. PubMed Central PMCID: PMC5977671. 47. Lang L, Zhang L, Zhang P, Li Q, Bian J, Guo Y*. Evaluating the reliability and validity of SF-8 with a large representative sample of urban Chinese. Health Qual Life Outcomes. 2018 Apr 3;16(1):55. 46. Chen H, Butler E, Guo Y, Gurka MJ, Bian J. Facilitation or Hindrance: Physicians’ Perception on Best Prctice Alerts (BPA) Usage in an Electronic Health Record System. Heath Commun. 2018 Feb 27:1-7. 45. Salloum RG, George TJ, Silver N, Hall JM, Guo Y, Bian J, Shenkman EA. Rural-Urban and Racial-Ethnic Differences in Awareness of Genetic Testing Services. BMC Public Health. 2018 Feb 23;18(1):277. 44. Huo T, Guo Y, Shenkman EA, Muller KM. Assessing the reliability of the Short Form 12 (SF-12) health survey in adults with mental health conditions: A report from the Wellness Incentive and Navigation (WIN) Study. Health Qual Life Outcomes. 2018 Feb 13;16(1):34. 43. Gurka MJ, Guo Y, Filipp SL, DeBoer MD. Metabolic syndrome severity is significantly associated with future coronary heart disease in Type 2 diabetes. Cardiovasc Diabetol. 2018 Jan 19;17(1):17. 42. Emanuel AS, Parish AE, Logan HL, Dodd VJ, Zheng D, Guo Y*. Dental Visits Mediate the Impact of Smoking on Oral Health. Am J Health Behav. 2018 Jan 1;42(1):59-68. Page 2 of 11 Guo – CV, July 2018 2017 41. Zhang H†, Guo Y†, Hogan W, Li Q, George TJ, Shenkman EA, Bian J (2017). Ontology-guided Semantic Data Integration to Support Integrative Data Analysis: A Case Study of Cancer Survival. Proceedings of IEEE 2017 International Conference on Bioinformatics and Biomedicine (BIBM 2017). Nov;2017:1300-1303. doi: 10.1109/BIBM.2017.8217849. PubMed Central PMCID: PMC5918275. (†co-first authors) 40. Lossio-Ventura JA, Hogan W, Modave F, Guo Y, He Z, Hicks A, Bian J (2017). OC-2-KB: A software pipeline to build an evidence-based obesity and cancer knowledge base. Proceedings of IEEE 2017 International Conference on Bioinformatics and Biomedicine (BIBM 2017). Nov;2017:1284-1287. doi: 10.1109/BIBM.2017.8217845. PubMed Central PMCID: PMC5889048. 39. Bian J, Zhao Y, Salloum RG, Guo Y, Wang M, Prosperi M, Zhang H, Du X, Ramirez-Diaz LJ, He Z, Sun Y. Using Social Media Data to Understand the Impact of Promotional Information on Laypeople's Discussions: A Case Study of Lynch Syndrome. J Med Internet Res. 2017 Dec 13;19(12):e414. 38. Chavez S, Fedele DA, Guo Y, Bernier A, Smith MD, Warnick J, Modave F. Mobile Apps for the Management of Diabetes. Diabetes Care. 2017 Oct;40(10):e145-e146. 37. Balasubramanian DK, Khan JZ, Bian J, Guo Y, Hogan WR, Hicks A. Ontology of cancer related social-ecological variables. The 1st International Workshop on Oncology and Ontology (ONCONTO 2017), the 8th International Conference on Biomedical Ontology (ICBO 2017). 36. Bian J†, Guo Y†, Xie M, Parish AE, Wardlaw I, Brown R, Modave F, Zheng D, Perry TT. Exploring the Association Between Self-Reported Asthma Impact and Fitbit-Derived Sleep Quality and Physical Activity Measures in Adolescents. JMIR Mhealth Uhealth. 2017 Jul 25;5(7):e105. (†co-first authors) 35. Gurka MJ, Golden SH, Musani SK, Sims M, Vishnu A, Guo Y, Cardel M, Pearson TA, DeBoer MD. Independent associations between a metabolic syndrome severity score and future diabetes by sex and race: the Atherosclerosis Risk In Communities Study and Jackson Heart Study. Diabetologia. 2017 Jul;60(7):1261-1270. 34. Modave F, Guo Y, Bian J, Gurka MJ, Parish A, Smith MD, Lee AM, Buford TW. Mobile Device Accuracy for Step Counting Across Age Groups. JMIR Mhealth Uhealth. 2017 Jun 28;5(6):e88. 33. Case K, Guo Y, Nixon SJ, Muller K, Huo T, Prather R, Morris H, Stoner D, Shenkman E. Exploring the Role of Executive Functioning Capacity in Patient Activation and Health Outcomes Among Medicaid Members With Multiple Comorbidities. Med Care Res Rev. 2017 May 1:1077558717709419. 32. DeBoer MD, Gurka MJ, Golden SH, Musani SK, Sims M, Vishnu A, Guo Y, Pearson TA. Independent Associations Between Metabolic Syndrome Severity and Future Coronary Heart Disease by Sex and Race. J Am Coll Cardiol. 2017 Mar 7;69(9):1204-1205. 31. Guo Y*, Bian J, Leavitt T, Vincent HK, Vander Zalm L, Teurlings TL, Smith MD, Page 3 of 11 Guo – CV, July 2018 Modave F. Assessing the Quality of Mobile Exercise Apps Based on the American College of Sports Medicine Guidelines: A Reliable and Valid Scoring Instrument. J Med Internet Res. 2017 Mar 7;19(3):e67. 30. Yuan J, Malin B, Modave F, Guo Y, Hogan WR, Shenkman E, Bian J. Towards a privacy preserving cohort discovery framework for clinical research networks. J Biomed Inform. 2017 Feb;66:42-51. 2016 29. Lossio-Ventura JA, Hogan W, Modave F, Hicks A, Hanna J, Guo Y, He Z, Bian J (2016). Towards an Obesity-Cancer Knowledge Base: Biomedical Entity Identification and Relation Detection. Proceedings of IEEE 2016 International Conference on Bioinformatics and Biomedicine (BIBM 2016). Dec;2016:1081-1088. doi: 10.1109/BIBM.2016.7822672. PubMed Central PMCID: PMC5426361. 28. Bian J, Yoshigoe K, Hicks A, Yuan J, He Z, Xie M, Guo Y, Prosperi M, Salloum R, Modave F. Mining Twitter to Assess the Public Perception of the "Internet of Things". PLoS One. 2016 Jul 8;11(7):e0158450. 27. Zayas CE, He Z, Yuan J, Maldonado-Molina M, Hogan W, Modave F, Guo Y, Bian J. (2016). Examining Healthcare Utilization Patterns of Elderly Middle-Aged Adults in the United States. Proceedings of the 29th International FLAIRS Conference (FLAIRS-29). May;2016:361-366. PubMed Central PMCID: PMC4946167. 26. Salloum RG, Haider MR, Barnett TE, Guo Y, Getz KR, Thrasher JF, Maziak W. Waterpipe Tobacco Smoking and Susceptibility to Cigarette Smoking Among Young Adults in the United States, 2012-2013. Prev Chronic Dis. 2016 Feb 18;13:E24. 2015 25. Shenkman E, Muller K, Vogel B, Nixon SJ, Wagenaar AC, Case K, Guo Y, Wegman M, Aric J, Stoner D. The wellness incentives and navigation project: design and methods. BMC Health Serv Res. 2015 Dec 29;15:579. 24. Guo Y*, Logan HL, Marks JG, Shenkman EA. The relationships among individual and regional smoking, socioeconomic status, and oral and pharyngeal cancer survival: a mediation analysis. Cancer Med. 2015 Oct;4(10):1612-9. 23. Logan HL, Guo Y, Emanuel AS, Shepperd JA, Dodd VJ, Marks JG, Muller KE, Riley JL 3rd.
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