Hwanhee Hong | Scholars@Duke

Hwanhee Hong
Associate Professor of Biostatistics & Bioinformatics

I am interested in developing Bayesian statistical methods for comparative effectiveness research, network meta-analysis, causal inference, measurement error, and generalizability. A flexible Bayesian modeling framework enables us to easily integrate different data sources and borrow information adaptively across them. The ultimate goal of my research is to provide comprehensive evidence from multiple data sources for answering clinical and scientific questions in public health and medicine.

Current Appointments & Affiliations

Associate Professor of Biostatistics & Bioinformatics, Biostatistics & Bioinformatics, Basic Science Departments 2023
Member in the Duke Clinical Research Institute, Duke Clinical Research Institute, Institutes and Centers 2018

Contact Information

2424 Erwin Road, Suite 1105, Durham, NC 27705
Duke Box 2721, Durham, NC 27705
hwanhee.hong@duke.edu (919) 668-9297
Personal Web

Background
Education, Training, & Certifications
- Ph.D., University of Minnesota, Twin Cities 2013
- M.S., Harvard University 2010
Previous Appointments & Affiliations
- Assistant Professor of Biostatistics & Bioinformatics, Biostatistics & Bioinformatics, Basic Science Departments 2021 - 2023
- Assistant Professor of Biostatistics & Bioinformatics, Biostatistics & Bioinformatics, Basic Science Departments 2018 - 2020
Research
Selected Grants
- Linguistic, Social, and Cognitive Determinants of Early Word Learning awarded by National Institutes of Health 2022 - 2027
- Combining data sources to identify effect moderation for personalized mental health treatment awarded by Johns Hopkins University 2021 - 2025
- Advanced computational approaches for integrating data to assess effect heterogeneity awarded by Johns Hopkins University 2021 - 2023
- Estimating Population Effects in Mental Health Research Using Meta-Analysis awarded by National Institutes of Health 2018 - 2022
Publications & Artistic Works
Selected Publications
- Academic Articles
  - Moorthy, Ganga S., Rebecca R. Young, Michael J. Smith, Michelle J. White, Hwanhee Hong, and Matthew S. Kelly. “Racial Inequities in Sepsis Mortality Among Children in the United States.” Pediatr Infect Dis J 42, no. 5 (May 1, 2023): 361–67. https://doi.org/10.1097/INF.0000000000003842.
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  - Harrington, Josephine, Anthony P. Carnicelli, Kaiyuan Hua, Lars Wallentin, Manesh R. Patel, Stefan H. Hohnloser, Robert P. Giugliano, et al. “Direct Oral Anticoagulants Versus Warfarin Across the Spectrum of Kidney Function: Patient-Level Network Meta-Analyses From COMBINE AF.” Circulation, April 12, 2023. https://doi.org/10.1161/CIRCULATIONAHA.122.062752.
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  - Liu, Ziyu, Fahad M. Al Amer, Mengli Xiao, Chang Xu, Luis Furuya-Kanamori, Hwanhee Hong, Lianne Siegel, and Lifeng Lin. “The normality assumption on between-study random effects was questionable in a considerable number of Cochrane meta-analyses.” Bmc Med 21, no. 1 (March 29, 2023): 112. https://doi.org/10.1186/s12916-023-02823-9.
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  - Campbell, James C., Jessica W. Lee, Leila Ledbetter, Cameron C. Wick, Kristal M. Riska, Calhoun D. Cunningham, Alessandra C. Russomando, et al. “Systematic Review and Meta-analysis for Surgery Versus Stereotactic Radiosurgery for Jugular Paragangliomas.” Otol Neurotol 44, no. 3 (March 1, 2023): 195–200. https://doi.org/10.1097/MAO.0000000000003781.
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  - Nopsopon, Tanawin, Grace Lassiter, Ming-Li Chen, G Caleb Alexander, Corinne Keet, Hwanhee Hong, and Ayobami Akenroye. “Comparative efficacy of tezepelumab to mepolizumab, benralizumab, and dupilumab in eosinophilic asthma: A Bayesian network meta-analysis.” J Allergy Clin Immunol 151, no. 3 (March 2023): 747–55. https://doi.org/10.1016/j.jaci.2022.11.021.
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  - Qureshi, Riaz, Xiwei Chen, Carsten Goerg, Evan Mayo-Wilson, Stephanie Dickinson, Lilian Golzarri-Arroyo, Hwanhee Hong, et al. “Comparing the Value of Data Visualization Methods for Communicating Harms in Clinical Trials.” Epidemiol Rev 44, no. 1 (December 21, 2022): 55–66. https://doi.org/10.1093/epirev/mxac005.
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  - Akenroye, Ayobami, Grace Lassiter, John W. Jackson, Corinne Keet, Jodi Segal, G Caleb Alexander, and Hwanhee Hong. “Comparative efficacy of mepolizumab, benralizumab, and dupilumab in eosinophilic asthma: A Bayesian network meta-analysis.” J Allergy Clin Immunol 150, no. 5 (November 2022): 1097-1105.e12. https://doi.org/10.1016/j.jaci.2022.05.024.
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  - Halabi, Susan, Jinyi Zhou, Yijie He, Linda R. Bressler, Adrian F. Hernandez, Nicholas A. Turner, and Hwanhee Hong. “Landscape of coronavirus disease 2019 clinical trials: New frontiers and challenges.” Clin Trials 19, no. 5 (October 2022): 561–72. https://doi.org/10.1177/17407745221105106.
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  - Wang, Lin, Channing Paller, Hwanhee Hong, Lori Rosman, Anthony De Felice, Otis Brawley, and G Caleb Alexander. “Comparison of Treatments for Nonmetastatic Castration-Resistant Prostate Cancer: Matching-Adjusted Indirect Comparison and Network Meta-Analysis.” J Natl Cancer Inst 114, no. 2 (February 7, 2022): 191–202. https://doi.org/10.1093/jnci/djab071.
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  - Carnicelli, Anthony P., Hwanhee Hong, Stuart J. Connolly, John Eikelboom, Robert P. Giugliano, David A. Morrow, Manesh R. Patel, et al. “Direct Oral Anticoagulants Versus Warfarin in Patients With Atrial Fibrillation: Patient-Level Network Meta-Analyses of Randomized Clinical Trials With Interaction Testing by Age and Sex.” Circulation 145, no. 4 (January 25, 2022): 242–55. https://doi.org/10.1161/CIRCULATIONAHA.121.056355.
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  - Schmid, Ian, Kara E. Rudolph, Trang Quynh Nguyen, Hwanhee Hong, Marissa J. Seamans, Benjamin Ackerman, and Elizabeth A. Stuart. “Comparing the performance of statistical methods that generalize effect estimates from randomized controlled trials to much larger target populations.” Commun Stat Simul Comput 51, no. 8 (2022): 4326–48. https://doi.org/10.1080/03610918.2020.1741621.
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  - Congdon, Morgan, Hwanhee Hong, Rebecca R. Young, Coleen K. Cunningham, Leslie A. Enane, Tonya Arscott-Mills, Francis M. Banda, et al. “Effect of Haemophilus influenzae Type b and 13-Valent Pneumococcal Conjugate Vaccines on Childhood Pneumonia Hospitalizations and Deaths in Botswana.” Clin Infect Dis 73, no. 2 (July 15, 2021): e410–16. https://doi.org/10.1093/cid/ciaa919.
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  - Wang, Lin, Channing J. Paller, and Hwanhee Hong. “Considerations Regarding a Network Meta-analysis of Systemic Treatments for Metastatic Castration-Sensitive Prostate Cancer-Reply.” Jama Oncol 7, no. 7 (July 1, 2021): 1069–70. https://doi.org/10.1001/jamaoncol.2021.0966.
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  - Mayo-Wilson, Evan, Xiwei Chen, Riaz Qureshi, Stephanie Dickinson, Lilian Golzarri-Arroyo, Hwanhee Hong, Carsten Görg, and Tianjing Li. “Restoring invisible and abandoned trials of gabapentin for neuropathic pain: a clinical and methodological investigation.” Bmj Open 11, no. 6 (June 30, 2021): e047785. https://doi.org/10.1136/bmjopen-2020-047785.
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  - Seamans, Marissa J., Hwanhee Hong, Benjamin Ackerman, Ian Schmid, and Elizabeth A. Stuart. “Generalizability of Subgroup Effects.” Epidemiology 32, no. 3 (May 1, 2021): 389–92. https://doi.org/10.1097/EDE.0000000000001329.
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  - Carnicelli, Anthony P., Hwanhee Hong, Robert P. Giugliano, Stuart J. Connolly, John Eikelboom, Manesh R. Patel, Lars Wallentin, et al. “Individual Patient Data from the Pivotal Randomized Controlled Trials of Non-Vitamin K Antagonist Oral Anticoagulants in Patients with Atrial Fibrillation (COMBINE AF): Design and Rationale: From the COMBINE AF (A Collaboration between Multiple institutions to Better Investigate Non-vitamin K antagonist oral anticoagulant use in Atrial Fibrillation) Investigators.” Am Heart J 233 (March 2021): 48–58. https://doi.org/10.1016/j.ahj.2020.12.002.
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  - Wang, Lin, Channing J. Paller, Hwanhee Hong, Anthony De Felice, G Caleb Alexander, and Otis Brawley. “Comparison of Systemic Treatments for Metastatic Castration-Sensitive Prostate Cancer: A Systematic Review and Network Meta-analysis.” Jama Oncol 7, no. 3 (March 1, 2021): 412–20. https://doi.org/10.1001/jamaoncol.2020.6973.
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  - Hong, Hwanhee, Chenguang Wang, and Gary L. Rosner. “Meta-analysis of rare adverse events in randomized clinical trials: Bayesian and frequentist methods.” Clin Trials 18, no. 1 (February 2021): 3–16. https://doi.org/10.1177/1740774520969136.
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  - Gajulapalli, Rama Dilip, Arun Kanmanthareddy, Kathir Balakumaran, Hwanhee Hong, Shari Bolen, Meera Kondapaneni, and Tilak K. R. Pasala. “Aspiration thrombectomy in ST-Elevation myocardial infarction: Further insights from a network meta-analysis of randomized trials.” Indian Heart J 73, no. 2 (2021): 161–68. https://doi.org/10.1016/j.ihj.2021.01.006.
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  - Li, F., H. Hong, and E. A. Stuart. “A note on semiparametric efficient generalization of causal effects from randomized trials to target populations.” Communications in Statistics Theory and Methods, January 1, 2021. https://doi.org/10.1080/03610926.2021.2020291.
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  - Heston, Sarah M., Rebecca R. Young, Hwanhee Hong, Ibukunoluwa C. Akinboyo, John S. Tanaka, Paul L. Martin, Richard Vinesett, et al. “Microbiology of Bloodstream Infections in Children After Hematopoietic Stem Cell Transplantation: A Single-Center Experience Over Two Decades (1997-2017).” Open Forum Infect Dis 7, no. 11 (November 2020): ofaa465. https://doi.org/10.1093/ofid/ofaa465.
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  - Lopes, Renato D., Hwanhee Hong, Ralf E. Harskamp, Deepak L. Bhatt, Roxana Mehran, Christopher P. Cannon, Christopher B. Granger, et al. “Optimal Antithrombotic Regimens for Patients With Atrial Fibrillation Undergoing Percutaneous Coronary Intervention: An Updated Network Meta-analysis.” Jama Cardiol 5, no. 5 (May 1, 2020): 582–89. https://doi.org/10.1001/jamacardio.2019.6175.
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  - Lopes, Renato D., Hwanhee Hong, and John H. Alexander. “Antithrombotic therapy after acute coronary syndrome and/or percutaneous coronary intervention in atrial fibrillation: finding the sweet spot.” Eur Heart J 40, no. 46 (December 7, 2019): 3768–70. https://doi.org/10.1093/eurheartj/ehz823.
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  - Mayo-Wilson, Evan, Nicole Fusco, Hwanhee Hong, Tianjing Li, Joseph K. Canner, and Kay Dickersin. “Opportunities for selective reporting of harms in randomized clinical trials: Selection criteria for non-systematic adverse events.” Trials 20, no. 1 (September 5, 2019): 553. https://doi.org/10.1186/s13063-019-3581-3.
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  - Mayo-Wilson, Evan, Nicole Fusco, Tianjing Li, Hwanhee Hong, Joseph K. Canner, Kay Dickersin, and Kay MUDS investigators. “Harms are assessed inconsistently and reported inadequately Part 2: nonsystematic adverse events.” J Clin Epidemiol 113 (September 2019): 11–19. https://doi.org/10.1016/j.jclinepi.2019.04.020.
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  - Mayo-Wilson, Evan, Nicole Fusco, Tianjing Li, Hwanhee Hong, Joseph K. Canner, Kay Dickersin, and Kay MUDS investigators. “Harms are assessed inconsistently and reported inadequately part 1: systematic adverse events.” J Clin Epidemiol 113 (September 2019): 20–27. https://doi.org/10.1016/j.jclinepi.2019.04.022.
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  - Siotos, Charalampos, Akachimere C. Uzosike, Hwanhee Hong, Stella M. Seal, Gedge D. Rosson, Carisa M. Cooney, and Damon S. Cooney. “Keloid Excision and Adjuvant Treatments: A Network Meta-analysis.” Ann Plast Surg 83, no. 2 (August 2019): 154–62. https://doi.org/10.1097/SAP.0000000000001951.
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  - Lopes, Renato D., Hwanhee Hong, Ralf E. Harskamp, Deepak L. Bhatt, Roxana Mehran, Christopher P. Cannon, Christopher B. Granger, et al. “Safety and Efficacy of Antithrombotic Strategies in Patients With Atrial Fibrillation Undergoing Percutaneous Coronary Intervention: A Network Meta-analysis of Randomized Controlled Trials.” Jama Cardiol 4, no. 8 (August 1, 2019): 747–55. https://doi.org/10.1001/jamacardio.2019.1880.
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  - Hong, Hwanhee, David A. Aaby, Juned Siddique, and Elizabeth A. Stuart. “Propensity Score-Based Estimators With Multiple Error-Prone Covariates.” Am J Epidemiol 188, no. 1 (January 1, 2019): 222–30. https://doi.org/10.1093/aje/kwy210.
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  - Susukida, Ryoko, Rosa M. Crum, Hwanhee Hong, Elizabeth A. Stuart, and Ramin Mojtabai. “Comparing pharmacological treatments for cocaine dependence: Incorporation of methods for enhancing generalizability in meta-analytic studies.” Int J Methods Psychiatr Res 27, no. 4 (December 2018): e1609. https://doi.org/10.1002/mpr.1609.
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  - Li, Tianjing, Evan Mayo-Wilson, Nicole Fusco, Hwanhee Hong, and Kay Dickersin. “Caveat emptor: the combined effects of multiplicity and selective reporting.” Trials 19, no. 1 (September 17, 2018): 497. https://doi.org/10.1186/s13063-018-2888-9.
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  - Hong, H., H. Fu, and B. P. Carlin. “Power and commensurate priors for synthesizing aggregate and individual patient level data in network meta-analysis.” Journal of the Royal Statistical Society. Series C: Applied Statistics 67, no. 4 (August 1, 2018): 1047–69. https://doi.org/10.1111/rssc.12275.
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  - Mayo-Wilson, Evan, Susan Hutfless, Tianjing Li, Gillian Gresham, Nicole Fusco, Jeffrey Ehmsen, James Heyward, et al. “Correction to: Integrating multiple data sources (MUDS) for meta-analysis to improve patient-centered outcomes research: a protocol.” Syst Rev 7, no. 1 (March 19, 2018): 48. https://doi.org/10.1186/s13643-018-0711-z.
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  - Mayo-Wilson, Evan, Susan Hutfless, Tianjing Li, Gillian Gresham, Nicole Fusco, Jeffrey Ehmsen, James Heyward, et al. “Correction to: Integrating multiple data sources (MUDS) for meta-analysis to improve patient-centered outcomes research: a protocol for a systematic review.” Alzheimers Res Ther 10, no. 1 (February 16, 2018): 20. https://doi.org/10.1186/s13195-018-0351-5.
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  - Hong, Hwanhee, Kara E. Rudolph, and Elizabeth A. Stuart. “Bayesian Approach for Addressing Differential Covariate Measurement Error in Propensity Score Methods.” Psychometrika 82, no. 4 (December 2017): 1078–96. https://doi.org/10.1007/s11336-016-9533-x.
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  - Mayo-Wilson, Evan, Tianjing Li, Nicole Fusco, Lorenzo Bertizzolo, Joseph K. Canner, Terrie Cowley, Peter Doshi, et al. “Cherry-picking by trialists and meta-analysts can drive conclusions about intervention efficacy.” J Clin Epidemiol 91 (November 2017): 95–110. https://doi.org/10.1016/j.jclinepi.2017.07.014.
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  - Zhang, Jing, Haitao Chu, Hwanhee Hong, Beth A. Virnig, and Bradley P. Carlin. “Bayesian hierarchical models for network meta-analysis incorporating nonignorable missingness.” Stat Methods Med Res 26, no. 5 (October 2017): 2227–43. https://doi.org/10.1177/0962280215596185.
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  - Mayo-Wilson, Evan, Nicole Fusco, Tianjing Li, Hwanhee Hong, Joseph K. Canner, Kay Dickersin, and Kay MUDS investigators. “Multiple outcomes and analyses in clinical trials create challenges for interpretation and research synthesis.” J Clin Epidemiol 86 (June 2017): 39–50. https://doi.org/10.1016/j.jclinepi.2017.05.007.
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  - Li, Tianjing, Kristina Lindsley, Benjamin Rouse, Hwanhee Hong, Qiyuan Shi, David S. Friedman, Richard Wormald, and Kay Dickersin. “Reply.” Ophthalmology 123, no. 11 (November 2016): e66. https://doi.org/10.1016/j.ophtha.2016.03.041.
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  - Hong, Hwanhee, Haitao Chu, Jing Zhang, and Bradley P. Carlin. “A Bayesian missing data framework for generalized multiple outcome mixed treatment comparisons.” Res Synth Methods 7, no. 1 (March 2016): 6–22. https://doi.org/10.1002/jrsm.1153.
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  - Hong, Hwanhee, Haitao Chu, Jing Zhang, and Bradley P. Carlin. “Rejoinder to the discussion of "a Bayesian missing data framework for generalized multiple outcome mixed treatment comparisons," by S. Dias and A. E. Ades.” Res Synth Methods 7, no. 1 (March 2016): 29–33. https://doi.org/10.1002/jrsm.1186.
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  - Li, Tianjing, Kristina Lindsley, Benjamin Rouse, Hwanhee Hong, Qiyuan Shi, David S. Friedman, Richard Wormald, and Kay Dickersin. “Comparative Effectiveness of First-Line Medications for Primary Open-Angle Glaucoma: A Systematic Review and Network Meta-analysis.” Ophthalmology 123, no. 1 (January 2016): 129–40. https://doi.org/10.1016/j.ophtha.2015.09.005.
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  - Mayo-Wilson, Evan, Susan Hutfless, Tianjing Li, Gillian Gresham, Nicole Fusco, Jeffrey Ehmsen, James Heyward, et al. “Integrating multiple data sources (MUDS) for meta-analysis to improve patient-centered outcomes research: a protocol.” Syst Rev 4 (November 2, 2015): 143. https://doi.org/10.1186/s13643-015-0134-z.
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  - Hong, Hwanhee, Haoda Fu, Karen L. Price, and Bradley P. Carlin. “Incorporation of individual-patient data in network meta-analysis for multiple continuous endpoints, with application to diabetes treatment.” Stat Med 34, no. 20 (September 10, 2015): 2794–2819. https://doi.org/10.1002/sim.6519.
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  - Shippee, Tetyana P., Hwanhee Hong, Carrie Henning-Smith, and Robert L. Kane. “Longitudinal Changes in Nursing Home Resident-Reported Quality of Life: The Role of Facility Characteristics.” Res Aging 37, no. 6 (August 2015): 555–80. https://doi.org/10.1177/0164027514545975.
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  - Ohlssen, David, Karen L. Price, H Amy Xia, Hwanhee Hong, Jouni Kerman, Haoda Fu, George Quartey, Cory R. Heilmann, Haijun Ma, and Bradley P. Carlin. “Guidance on the implementation and reporting of a drug safety Bayesian network meta-analysis.” Pharm Stat 13, no. 1 (2014): 55–70. https://doi.org/10.1002/pst.1592.
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  - Hong, Hwanhee, Bradley P. Carlin, Tatyana A. Shamliyan, Jean F. Wyman, Rema Ramakrishnan, François Sainfort, and Robert L. Kane. “Comparing Bayesian and frequentist approaches for multiple outcome mixed treatment comparisons.” Med Decis Making 33, no. 5 (July 2013): 702–14. https://doi.org/10.1177/0272989X13481110.
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  - Wester, C William, John R. Koethe, Bryan E. Shepherd, Samuel E. Stinnette, Peter F. Rebeiro, Aaron M. Kipp, Hwanhee Hong, et al. “Non-AIDS-defining events among HIV-1-infected adults receiving combination antiretroviral therapy in resource-replete versus resource-limited urban setting.” Aids 25, no. 12 (July 31, 2011): 1471–79. https://doi.org/10.1097/QAD.0b013e328347f9d4.
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- Book Sections
  - Hong, H., K. L. Price, H. Fu, and B. P. Carlin. “Bayesian network meta-analysis for multiple endpoints.” In Methods in Comparative Effectiveness Research, 385–407, 2017. https://doi.org/10.1201/9781315159409.
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  - Carlin, B. P., and H. Hong. “Bayesian network meta-analysis for safety evaluation.” In Quantitative Evaluation of Safety in Drug Development: Design, Analysis and Reporting, 223–35, 2014. https://doi.org/10.1201/b17846.
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- Conference Papers
  - Wang, Lin, Hwanhee Hong, G Caleb Alexander, Otis W. Brawley, Channing J. Paller, and Jeromie Ballreich. “Cost-Effectiveness of Systemic Treatments for Metastatic Castration-Sensitive Prostate Cancer: An Economic Evaluation Based on Network Meta-Analysis.” In Value Health, 25:796–802, 2022. https://doi.org/10.1016/j.jval.2021.10.016.
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  - Akenroye, Ayobami, Grace Lassiter, John Jackson, Corinne Keet, Jodi Segal, Caleb Alexander, and Hwanhee Hong. “Effectiveness of mepolizumab, benralizumab, and dupilumab in eosinophilic asthma: A Bayesian network meta-analysis.” In Journal of Allergy and Clinical Immunology, 149:AB147–AB147, 2022.
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  - Harrington, Josephine, Anthony Carnicelli, Kaiyuan Hua, Hwanhee Hong, Renato D. Lopes, Manesh R. Patel, Robert P. Giugliano, Lars Wallentin, and Christopher B. Granger. “NOAC USE IS SAFE AND EFFECTIVE FOR PATIENTS WITH ATRIAL FIBRILLATION AND REDUCED RENAL FUNCTION: RESULTS FROM COMBINE-AF.” In Journal of the American College of Cardiology, 79:36–36, 2022.
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  - Wang, Lin, Channing Paller, Hwanhee Hong, Otis Brawley, and G Caleb Alexander. “Efficacy and safety of treatments for nonmetastatic castration-resistant prostate cancer: A matching-adjusted indirect comparison and network meta-analysis.” In Pharmacoepidemiology and Drug Safety, 30:13–13, 2021.
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  - Wang, L., C. Paller, H. Hong, C. Alexander, and O. Brawley. “COMPARATIVE EFFECTIVENESS OF SYSTEMATIC THERAPIES FOR METASTATIC CASTRATION-SENSITIVE PROSTATE CANCER: A PARAMETRIC SURVIVAL NETWORK META-ANALYSIS OF RANDOMIZED CONTROLLED TRIALS.” In Value in Health, 23:S3–S3, 2020.
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  - Wang, L., H. Hong, C. Paller, O. Brawley, and T. Li. “IS CURRENT TRIAL DATA SHARING STATUS CONDUCIVE FOR EVIDENCE GENERATION FOR PERSONALIZED MEDICINE: A FAILED ATTEMPT TO CONDUCT AN INDIVIDUAL PATIENT TRIAL DATA NETWORK META-ANALYSIS.” In Value in Health, 23:S139–40, 2020.
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  - Wang, Lin, Channing Judith Paller, Hwanhee Hong, Anthony De Felice, Caleb Alexander, and Otis W. Brawley. “Comparative effectiveness of systemic treatments for metastatic castration-sensitive prostate cancer: A parametric survival network meta-analysis of randomized controlled trials.” In Journal of Clinical Oncology, Vol. 38, 2020.
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  - Wang, Lin, Channing Paller, Hwanhee Hong, Anthony De Felice, Otis Brawley, and Caleb Alexander. “Comparative effectiveness and safety of systemic treatments for metastatic castration-sensitive prostate cancer: A parametric survival network meta-analysis of randomized controlled trials.” In Pharmacoepidemiology and Drug Safety, 29:108–108, 2020.
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Teaching & Mentoring
Recent Courses
Scholarly, Clinical, & Service Activities
Service to the Profession
- Participant. Faculty Curriculum on Anti-Racism. Duke Office of Faculty Advancement. January 11, 2021 - January 14, 2021 2021

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Education, Training, & Certifications

Previous Appointments & Affiliations

Selected Grants

Selected Publications

Academic Articles

Book Sections

Conference Papers

Recent Courses

Service to the Profession