Methods

1. Susmann H, Li Y, McAdams-DeMarco MA, Díaz I, Wu W (2024). Doubly Robust Nonparametric Efficient Estimation for Provider Evaluation, under review.

2. McClean A, Li Y, Bae S, McAdams-DeMarco MA, Díaz I†, Wu W† (2024). Fair Comparisons of Causal Parameters with Many Treatments and Positivity Violations, under review.

3. Wu W, Díaz I, Horwitz LI (2024). Design-Based Provider Profiling with Artificial Intelligence to Enhance Quality and Equity in Health Care Delivery, under review.

4. Wu W, Zhang X, Spiess J, Ladhania R (2024). rjaf: Regularized Joint Assignment Forest with Treatment Arm Clustering.

5. Ladhania R, Spiess J, Ungar L, Wu W (2023). Personalized Assignment to One of Many Treatment Arms via Regularized and Clustered Joint Assignment Forests.

6. Wu W, Li F, Liu R, Li Y, McAdams-DeMarco MA, Geras KJ, Schaubel DE, Díaz I (2023). Leveraging Neural Networks to Profile Health Care Providers with Application to Medicare Claims.

7. Luo L, Wu W, Taylor JMG, Kang J, Kleinsasser MJ, He K (2024). surtvep: An R Package for Estimating Time-Varying Effects. Journal of Open Source Software, 9(98):5688.

8. Wu W, Kalbfleisch JD, Taylor JMG, Kang J, He K (2024). Competing Risk Modeling with Bivariate Varying Coefficients to Understand the Dynamic Impact of COVID-19. Journal of Computational and Graphical Statistics, 33(4):1252-1263. [Student Paper Travel Award from the 14th International Conference on Health Policy Statistics]

9. Wu W, Holkeboer K, Kolawole T, Carbone L, Mahmoudi E (2023). Natural Language Processing to Identify Social Determinants of Health in Alzheimer’s Disease and Related Dementia from Electronic Health Records. Health Services Research, 58(6):1292-1302. [News from Michigan Medicine; News from TechTarget]

10. Luo L, He K, Wu W, Taylor JMG (2023). Using Information Criteria to Select Smoothing Parameters when Analyzing Survival Data with Time-Varying Coefficient Hazard Models. Statistical Methods in Medical Research, 32(9):1664-1679.

11. Wu W, Kuriakose JP, Weng W, Burney RE, He K (2023). Test-Specific Funnel Plots for Healthcare Provider Profiling Leveraging Individual- and Summary-Level Information. Health Services and Outcomes Research Methodology, 23(1):45-58.

12. Wu W, He K, Shi X, Schaubel DE, Kalbfleisch JD (2022). Analysis of Hospital Readmissions with Competing Risks. Statistical Methods in Medical Research, 31(11):2189-2200. [Student Paper Award from the Lifetime Data Science Section of the American Statistical Association; First-Place Winner of the APHS/Stata Scholar Award from the Applied Public Health Statistics Section of the American Public Health Association]

13. Wu W, Yang Y, Kang J, He K (2022). Improving Large-Scale Estimation and Inference for Profiling Health Care Providers. Statistics in Medicine, 41(15):2840-2853.

14. Wu W, Taylor JMG, Brouwer A, Luo L, Kang J, Jiang H, He K (2022). Scalable Proximal Methods for Cause-Specific Hazard Modeling with Time-Varying Coefficients. Lifetime Data Analysis, 28(2):194-218.

Applications

1. Ghildayal N, Liu Y, Hong J, Li Y, Wu W, Mathur A, Charytan DM, Chodosh J, Segev DL, Orandi B, McAdams-DeMarco MA (2024). Obesity and Post-Kidney Transplantation Cognitive Trajectories, under review.

2. Khan N, Dhanda A, Takashima M, Liu R, Yoshiyasu Y, Wu W, Jin W, McCoul ED, Ramanathan M, Ahmed O (2024). What is the Robustness of Randomized Controlled Trials Supporting Rhinosinusitis Guidelines? under review.

3. Li Y, Menon G, Long JJ, Kim B, Bae S, Wu W, Orandi B, Gordon T, Thurston GD, Purnell TS, Thorpe RJ Jr, Szanton SL, Segev DL, McAdams-DeMarco MA (2024). Air Pollution, Racial and Ethnic Segregation, and Dementia among Older Adults with Kidney Failure, under review.

4. Scherer JS, Wu W, Lyu C, Goldfeld K, Brody AA, Chodosh J, Charytan DM (2024). A Pilot Randomized Controlled Study of Integrated Kidney Palliative Care and Chronic Kidney Disease Care Implemented in a Safety-Net Hospital: Protocol for a Pilot Study of Feasibility of a Randomized Controlled Trial, under review.

5. Wu W, Wu S, Mariano SB, Burney RE, Kuriakose JP (2024). Racial Disparities in Extended Venous Thromboembolism Prophylaxis after Hysterectomy. PLOS ONE, under revision.

6. Wu W, Messana JM, Hartman N, Barnes L, Sung RS, Shearon T, Naik A, Magee JC, Segal J, Dahlerus C, Padilla R, Eckard A, Casher Y, Sardone J, Dalaly M, He K (2024). Assessing Health Care Disparities in US Organ Procurement Organizations. Clinical Transplantation, under revision.

7. Li Y, Menon G, Kim B, Clark-Cutaia MN, Long J, Metoyer G, Mohottige D, Strauss AT, Ghildayal N, Quint EE, Wu W, Segev DL, McAdams-DeMarco MA (2024). Components of Residential Neighborhood Deprivation and Their Impact on Likelihood of Live-Donor and Preemptive Kidney Transplantation. Clinical Transplantation, 38(7):e15382.

8. Hamo C, Liu R, Wu W, Anthopolos R, Bangalore S, Held C, Kullo I, Mavromatis K, McManus B, Newby LK, Reynolds HR, Ruggles KV, Wallentin L, Maron DJ, Hochman JS, Newman JD, Berger JS (2024). Cardiometabolic Comorbidity Burden and Circulating Biomarkers in Patients with Chronic Coronary Disease in the ISCHEMIA Trials. American Journal of Cardiology, 225:118-124.

9. Sandal S, Ahn JB, Chen Y, Thompson V, Purnell TS, Cantarovich M, Clark-Cutaia MN, Wu W, Suri R, Segev DL, McAdams-DeMarco MA (2024). Differences in Racial and Ethnic Disparities between First and Repeat Kidney Transplantation. Transplantation, 108(10):2144-2152.

10. Li Y, Menon G, Long JJ, Chen Y, Metoyer G, Wu W, Crews DC, Purnell TS, Thorpe RJ Jr, Hill CV, Szanton SL, Segev DL, McAdams-DeMarco MA (2024). Neighborhood Racial and Ethnic Segregation and the Risk of Dementia in Older Adults Living with Kidney Failure. Journal of the American Society of Nephrology, 35(7):936-948.

11. Li Y, Menon G, Kim B, Bae S, Quint EE, Clark-Cutaia M, Wu W, Thompson VL, Crews DC, Purnell T, Thorpe RJ Jr, Szanton SL, Segev DL, McAdams-DeMarco MA (2024). Neighborhood Segregation and Access to Live Donor Kidney Transplantation.  JAMA Internal Medicine, 184(4):402-413. [News from The Washington Post; News from Healio]

12. Charytan DM, Wu W, Liu M, Li ZM, Kannan K, Trasande L, Pal VK, Lee S, Trachtman H, on behalf of the CRIC Study Investigators (2024). Organic Pollutant Exposure and Chronic Kidney Disease: A Chronic Renal Insufficiency Cohort Pilot Study. Kidney Medicine, 6(3):100778. [News from Healio]

13. Li Y, Menon G, Wu W, Musunuru A, Chen Y, Quint E, Clark-Cutaia M, Zeiser LB, Segev DL, McAdams-DeMarco M (2023). Evolving Trends in Kidney Transplant Outcomes among Older Adults: A Comparative Analysis before and during the COVID-19 Pandemic. Transplantation Direct, 9(12):e1520.

14. Sandal S, Ahn JB, Chen Y, Massie AB, Clark-Cutaia M, Wu W, Cantarovich M, Segev DL, McAdams-DeMarco MA (2023). Trends in the Survival Benefit of Repeat Kidney Transplantation over the Past 3 Decades, American Journal of Transplantation, 23(5):666-672.

15. Kuriakose JP†, Wu W†, Weng W, Kamdar N, Burney RE (2023). Association of Prophylaxis and Length of Stay with Venous Thromboembolism in Abdominopelvic Surgery. Journal of Surgical Research, 282:198-209.

16. Ding X, Wang X, Gremel GW, He K, Kang J, Messana JM, Dahlerus C, Wu W, Hirth RA, Kalbfleisch JD (2022). COVID-19 and Hospitalization among Maintenance Dialysis Patients: A Retrospective Cohort Study Using Time-Dependent Modeling. Kidney Medicine, 4(11):100537.

17. Mahmoudi E†, Wu W†, Najarian C, Aikens J, Bynum J, Vydiswaran VGV. Identifying Caregiver Availability Using Medical Notes with Rule-Based Natural Language Processing: Retrospective Cohort Study. JMIR Aging, 5(3):e40241.

18. Wu W, Gremel GW, He K, Messana JM, Sen A, Segal JH, Dahlerus C, Hirth RA, Kang J, Wisniewski K, Nahra T, Padilla R, Tong L, Gu H, Wang X, Slowey M, Eckard A, Ding X, Borowicz L, Du J, Frye B, Kalbfleisch JD (2022). The Impact of COVID-19 on Postdischarge Outcomes for Dialysis Patients in the United States: Evidence from Medicare Claims Data. Kidney360, 3(6):1047-1056.

19. Dahlerus C, Segal JH, He K, Wu W, Chen S, Shearon T, Sun Y, Pearson A, Li X, Messana JM (2021). Acute Kidney Injury Requiring Dialysis and Incident Kidney Failure Patient Outcomes in U.S. Outpatient Dialysis Facilities. Clinical Journal of the American Society of Nephrology, 16(6):853-861.

20. Shahinian VB, Zhang X, Tilea AM, He K, Schaubel DE, Wu W, Pisoni R, Robinson B, Saran R, Woodside KJ (2020). Surgeon Characteristics and Dialysis Vascular Access Outcomes in the United States: A Retrospective Cohort Study. American Journal of Kidney Diseases, 75(2):158-166.

21. Wu X, Wu W (2014). The Selection of Benchmark Interest Rate in China: An Empirical Investigation. China Finance, 18:9.

22. Wu X, Wu W (2014). The Impact of Market, Size, and Leverage on the Volatility of the Chinese Stock Market. Journal of the Central University of Finance and Economics, 9:47-54.

†: equal authorship contribution.