Population Health Sciences

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2022
Lin M, Liu L, Gorden M, Kass M, Van Tassel S, Wang F, Peng Y.  2022.  Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction.. Mach Learn Med Imaging. 13583:436-445.
Zhang S-Q, Wang F, Fan F-L.  2022.  Neural Network Gaussian Processes by Increasing Depth.. IEEE Trans Neural Netw Learn Syst. PP
Xu H, Buckeridge DL, Wang F, Tarczy-Hornoch P.  2022.  Novel informatics approaches to COVID-19 Research: From methods to applications.. J Biomed Inform. 129:104028.
Lee J, Wanyan T, Chen Q, Keenan TDL, Glicksberg BS, Chew EY, Lu Z, Wang F, Peng Y.  2022.  Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.. Mach Learn Med Imaging. 13583:11-20.
Guo Y, Li Q, Yang X, Jaffee MS, Wu Y, Wang F, Bian J.  2022.  Prevalence of Alzheimer's and Related Dementia Diseases and Risk Factors Among Transgender Adults, Florida, 2012‒2020.. Am J Public Health. 112(5):754-757.
Lin M, Liu L, Gordon M, Kass M, Wang F, Van Tassel SH, Peng Y.  2022.  Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network.. Ophthalmol Sci. 2(4):100209.
Xu J, Guo Y, Wang F, Xu H, Lucero R, Bian J, Prosperi M.  2022.  Protocol for the development of a reporting guideline for causal and counterfactual prediction models in biomedicine.. BMJ Open. 12(6):e059715.
Xu Z, Mao C, Su C, Zhang H, Siempos I, Torres LK, Pan D, Luo Y, Schenck EJ, Wang F.  2022.  Sepsis subphenotyping based on organ dysfunction trajectory.. Crit Care. 26(1):197.
Chen Z, Zhang H, George TJ, Guo Y, Prosperi M, Guo J, Braithwaite D, Wang F, Kibbe W, Wagner L et al..  2022.  Simulating Colorectal Cancer Trials Using Real-World Data.. JCO Clin Cancer Inform. 6:e2100195.
Wanyan T, Lin M, Klang E, Menon KM, Gulamali FF, Azad A, Zhang Y, Ding Y, Wang Z, Wang F et al..  2022.  Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.. ACM BCB. 2022
2020
Zhang Y, Zhang Y, Sholle E, Abedian S, Sharko M, Turchioe MReading, Wu Y, Ancker JS.  2020.  Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.. PLoS One. 15(6):e0235064.
Tummalapalli SLekha, Zelnick LR, Andersen AH, Christenson RH, deFilippi CR, Deo R, Go AS, He J, Ky B, Lash JP et al..  2020.  Association of Cardiac Biomarkers With the Kansas City Cardiomyopathy Questionnaire in Patients With Chronic Kidney Disease Without Heart Failure.. J Am Heart Assoc. 9(13):e014385.
Gaudino M, Benedetto U, Fremes S, Ballman K, Biondi-Zoccai G, Sedrakyan A, Nasso G, Raman J, Buxton B, Hayward PA et al..  2020.  Association of Radial Artery Graft vs Saphenous Vein Graft With Long-term Cardiovascular Outcomes Among Patients Undergoing Coronary Artery Bypass Grafting: A Systematic Review and Meta-analysis.. JAMA. 324(2):179-187.
Ramkumar N, Suckow BD, Arya S, Sedrakyan A, Mackenzie TA, Goodney PP, Brown JR.  2020.  Association of Sex With Repair Type and Long-term Mortality in Adults With Abdominal Aortic Aneurysm.. JAMA Netw Open. 3(2):e1921240.
Carey RM, Fathy R, Shah RR, Rajasekaran K, Cannady SB, Newman JG, Ibrahim SA, Brant JA.  2020.  Association of Type of Treatment Facility With Overall Survival After a Diagnosis of Head and Neck Cancer.. JAMA Netw Open. 3(1):e1919697.
Zhang WZ, Rice MC, Hoffman KL, Oromendia C, Barjaktarevic IZ, J Wells M, Hastie AT, Labaki WW, Cooper CB, Comellas AP et al..  2020.  Association of urine mitochondrial DNA with clinical measures of COPD in the SPIROMICS cohort.. JCI Insight. 5(3)
Dhruva SS, Parzynski CS, Gamble GM, Curtis JP, Desai NR, Yeh RW, Masoudi FA, Kuntz R, Shaw RE, Marinac-Dabic D et al..  2020.  Attribution of Adverse Events Following Coronary Stent Placement Identified Using Administrative Claims Data.. J Am Heart Assoc. 9(4):e013606.
Tummalapalli SLekha, Chu CD, Tuot DS.  2020.  Avoiding Overuse of Venipuncture and Laboratory Testing in Hospitalized Patients on Hemodialysis.. J Patient Saf.
Grossman A, Mauer E, Gerber LM, Long MD, Kappelman MD, Gupta N.  2020.  Blacks/African Americans with Pediatric Crohn's Disease Report Less Anxiety and Fatigue than Whites.. J Pediatr.
Benda NC, Veinot TC, Sieck CJ, Ancker JS.  2020.  Broadband Internet Access Is a Social Determinant of Health!. Am J Public Health. 110(8):1123-1125.
Frimpong JA, Shiu-Yee K, Tross S, D'Aunno T, Perlman DC, Strauss SM, Schackman BR, Feaster DJ, Metsch LR.  2020.  Bundling Rapid Human Immunodeficiency Virus and Hepatitis C Virus Testing to Increase Receipt of Test Results: A Randomized Trial.. Med Care.
Pandya A, Soeteman DI, Gupta A, Kamel H, Mushlin AI, Rosenthal MB.  2020.  Can Pay-for Performance Incentive Levels be Determined Using a Cost-Effectiveness Framework? Circ Cardiovasc Qual Outcomes. 13(7):e006492.
Wirrell EC, Grinspan ZM, Knupp KG, Jiang Y, Hammeed B, Mytinger JR, Patel AD, Nabbout R, Specchio N, J Cross H et al..  2020.  Care Delivery for Children With Epilepsy During the COVID-19 Pandemic: An International Survey of Clinicians.. J Child Neurol. :883073820940189.