Publications

Identifying COVID-19 Disease Severity in Real-World Data: Implications for Medical Product Effectiveness Studies

Pharmacoepidemiol Drug Saf. 2026
Shinde MU, Shapiro K, Hou L, Coughlin K, Madow AM, Shebl FM, Bright P, Pocobelli G, Ralston JD, Graham VF, Nolan MB, Binswanger IA, Pratt N, Hua W, Cocoros NM, Perez-Vilar S.

Cannabis-Related Healthcare Encounters Among U.S. Commercially Insured Adults.

Am J Prev Med
Perez-Vilar S, Adimadhyam S, Burk J, Radin R, Fung EN, Spahiu V, Brisbane G, Shebl FM, Greene C, Epperson M, Hernández-Muñoz JJ, Shinde M, Graham DJ.

Adverse outcomes among pregnant women with COVID-19 according to hospitalization status: A prospective individual participant data meta-analysis in Europe and North America.

Int J Gynaecol Obstet
de Bruin O, Maisonneuve E, Hurley E, Nordeng HME, Bérard A, Sheehy O, Kaul P, Shinde MU, Cosgrove A, Lyons JG, Messenger-Jones E, Kempner ME, Toh S, Hua W, Hernández-Muñoz JJ, Sahin L, Cesta CE, Hägg D, Gini R, Paoletti O, Poblador-Plou B, Jordan S, Rodríguez-Bernal CL, Sánchez-Sáez F, Lassalle R, Bernard MA, Ahmadizar F, Favre G, Panchaud A, Bloemenkamp KWM, Plueschke K, de Vries C, Siiskonen SJ, Sturkenboom MCJM.

Characteristics and Medication Use Patterns of Pregnancies With COVID-19 Ending in Live-Birth in the Sentinel System.

Pharmacoepidemiol Drug Saf
Shinde M, Cosgrove A, Lyons JG, Kempner ME, Mosley J, Cole D, Hoffman E, Messenger-Jones E, Hernández-Muñoz JJ, Stojanovic D, Wong BHW, Zhao Y, Sahin L, Andrade SE, Toh S, Hua W.

Exposure to Valsartan Products Containing Nitrosamine Impurities in the United States, Canada, and Denmark.

Pharmacoepidemiol Drug Saf
Eworuke E, Shinde MU, Hou L, Paterson JM, Jensen PB, Maro JC, Rai A, Pottegård A, Scarnecchia D, Liang Y, Johnson D, Platt RW, Lee H, Bradley MC

Use of the Sentinel System to Examine Medical Product Use and Outcomes During Pregnancy.

Drug Saf
Lyons JG, Shinde MU, Maro JC, Petrone A, Cosgrove A, Kempner ME, Andrade SE, Mwidau J, Stojanovic D, Hernández-Muñoz JJ, Toh S

Validity of inpatient electronic health record-based measures of oxygen-related therapy in the United States: Lessons applicable for studying COVID-19 endpoints.

Pharmacoepidemiol Drug Saf
Fuller CC, Rosen E, Rai A, Cosgrove A, Miller K, Bright P, Haffenreffer K, Poland RE, Pratt N, Sands K, Shinde MU, Platt R, Cocoros NM, Klompas M, Dutcher SK

Treatment and care received by children hospitalized with COVID-19 in a large hospital network in the United States, February 2020 to September 2021.

PLoS One
Fuller CC, Cosgrove A, Shinde M, Rosen E, Haffenreffer K, Hague C, McLean LE, Perlin J, Poland RE, Sands KE, Pratt N, Bright P, Platt R, Cocoros NM, Dutcher SK

Valsartan, Losartan and Irbesartan use in the USA, UK, Canada and Denmark after the nitrosamine recalls: a descriptive cohort study.

BMJ Open
Eworuke E, Shinde M, Hou L, Paterson MJ, Jensen PB, Maro JC, Rai A, Scarnecchia D, Pennap D, Woronow D, Ghosh RE, Welburn S, Pottegard A, Platt RW, Lee H, Bradley MC

Assessing medical product safety during pregnancy using parameterizable tools in the sentinel distributed database.

Pharmacoepidemiol Drug Saf
Lyons JG, Suarez EA, Fazio-Eynullayeva E, Maro JC, Corey C, Li J, Toh S, Shinde MU

Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning.

Am J Epidemiol
Carrell DS, Gruber S, Floyd JS, Bann MA, Cushing-Haugen KL, Johnson RL, Graham V, Cronkite DJ, Hazlehurst BL, Felcher AH, Bejan CA, Kennedy A, Shinde M, Karami S, Ma Y, Stojanovic D, Zhao Y, Ball R, Nelson J

Patient characteristics, pain treatment patterns, and incidence of total joint replacement in a US population with osteoarthritis.

BMC Musculoskelet Disord
Shinde M, Rodriguez-Watson C, Zhang TC, Carrell DS, Mendelsohn AB, Nam YH, Carruth A, Petronis KR, McMahill-Walraven CN, Jamal-Allial A, Nair V, Pawloski PA, Hickman A, Brown MT, Francis J, Hornbuckle K, Brown JS, Mo J

Utility of fertility procedures and prenatal tests to estimate gestational age for live-births and stillbirths in electronic health plan databases.

Pharmacoepidemiol Drug Saf
Taylor L, Bird ST, Stojanovic D, Toh S, Maro JC, Fazio-Eynullayeva E, Petrone AB, Rajbhandari R, Andrade SE, Haynes K, McMahill-Walraven CN, Shinde M, Lyons JG

Utilization of hydroxyprogesterone caproate among pregnancies with live birth deliveries in the sentinel distributed database

J Matern Fetal Neonatal Med
Shinde M, Cosgrove A, Woods CM, Chang C, Nguyen CP, Moeny D, Ajao A, Kolonoski J, Tsai HT.

Medical chart validation of inpatient diagnosis codes for transfusion-related acute lung injury 2013-2015.

Transfusion
Fuller CC, Nambudiri VE, Spencer-Smith C, Curtis LH, Shinde M, Cosgrove A, Johnson M, Hickok J, Honda S, Ismail H, Kaufman RM, Kennedy A, Miller KM, Mohlman DJ, Poland RE, Rosofsky R, Smith K, Surani SR, Baker MA

Reproducing Protocol-based Studies Using Parameterizable Tools - Comparison of Analytic Approaches Used by Two Medical Product Surveillance Networks.

Clin. Pharmacol. Ther.
Huang TY, Welch EC, Shinde MU, Platt RW, Filion KB, Azoulay L, Maro JC, Platt R, Toh S