Publications

Prevalence of prescription opioid use during pregnancy in eight US health plans during 2001-2014

Pharmacoepidemiol Drug Saf
Pocobelli G, Dublin S, Bobb JF, Albertson-Junkans L, Andrade S, Cheetham TC, Salgado G, Griffin MR, Raebel MA, Smith D, Li DK, Pawloski PA, Toh S, Taylor L, Hua W, Horn P, Trinidad JP, Boudreau DM.

Real-world Use of and Spending on New Oral Targeted Cancer Drugs in the US, 2011-2018

Fu M, Naci H, Booth CM, Gyawali B, Cosgrove A, Toh S, Xu Z, Guan X, Ross-Degnan D, Wagner AK

Who gets treated for influenza: A surveillance study from the US Food and Drug Administration's Sentinel System.

Infect Control Hosp Epidemiol
Cocoros NM, Haug N, Cosgrove A, Panozzo CA, Sorbello A, Francis H, Garcia C, Orr R, Toh S, Dutcher SK, Measer GT

Effect of ICD-9-CM to ICD-10-CM coding system transition on identification of common conditions: an interrupted time series analysis.

Effect of ICD-9-CM to ICD-10-CM coding system transition on identification of common conditions: an interrupted time series analysis.

Pharmacoepidemiol Drug Saf
Hsu MC, Wang CC, Huang LY, Lin CY, Lin FJ, Toh S

Association of Early Antibiotic Exposure With Childhood Body Mass Index Trajectory Milestones.

JAMA Netw Open
Aris IM, Lin PD, Rifas-Shiman SL, Bailey LC, Boone-Heinonen J, Eneli IU, Solomonides AE, Janicke DM, Toh S, Forrest CB, Block JP

Prevalence of prescription opioid use during pregnancy in eight US health plans during 2001-2014.

Automatable Distributed Regression Analysis of Vertically Partitioned Data Facilitated by PopMedNet: Feasibility and Enhancement Study.

JMIR Med Inform
Her Q, Kent T, Samizo Y, Slavkovic A, Vilk Y, Toh S

A COVID-19-ready public health surveillance system: The FDA's Sentinel System

Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.

J Am Med Inform Assoc
Gibson TB, Nguyen MD, Burrell T, Yoon F, Wong J, Dharmarajan S, Ouellet-Hellstrom R, Hua W, Ma Y, Baro E, Bloemers S, Pack C, Kennedy A, Toh S, Ball R

Risk of Nonmelanoma Skin Cancer in Association With Use of Hydrochlorothiazide-Containing Products in the United States.

JNCI Cancer Spectr
Eworuke E, Haug N, Bradley M, Cosgrove A, Zhang T, Dee EC, Adimadhyam S, Petrone A, Lee H, Woodworth T, Toh S

Risk of Non-Melanoma Skin Cancer in Association with Use of Hydrochlorothiazide-Containing Products in the United States

Estimating the marginal hazard ratio by simultaneously using a set of propensity score models: A multiply robust approach.

Stat Med
Shu D, Han P, Wang R, Toh S

Trends in Dispensing of Zolpidem and Low-Dose Trazodone Among Commercially Insured Adults in the United States, 2011-2018.

JAMA
Wong J, Murray Horwitz M, Bertisch SM, Herzig SJ, Buysse DJ, Toh S

ppmHR: A Privacy-Protecting Tool to Fit Inverse Probability Weighted Cox Models in Multi-Site Studies.

Epidemiology
Shu D, Toh S

Building an Active Medical Product Safety Surveillance System in Taiwan: Adaptation of the U.S. Sentinel System Common Data Model Structure to the National Health Insurance Research Database in Taiwan.

Pharmacoepidemiol Drug Saf
Huang K, Lin FJ, Ou HT, Hsu CN, Huang LY, Wang CC, Toh S

Developing a Standardized and Reusable Method to Link Distributed Health Plan Databases to the National Death Index: Methods Development Study Protocol.

JMIR Res Protoc
Fuller CC, Hua W, Leonard CE, Mosholder A, Carnahan R, Dutcher S, King K, Petrone AB, Rosofsky R, Shockro LA, Young J, Min JY, Binswanger I, Boudreau D, Griffin MR, Adgent MA, Kuntz J, McMahill-Walraven C, Pawloski PA, Ball R, Toh S

Early Life Antibiotic Prescriptions and Weight Outcomes in Children 10 Years of Age

Acad Pediatr
Rifas-Shiman SL, Bailey LC, Lunsford D, Daley MF, Eneli I, Finkelstein J, Heerman W, Horgan CE, Hsia DS, Jay M, Rao G, Reynolds JS, Sturtevant JL, Toh S, Trasande L, Young J, Lin PD, Forrest CB, Block JP, PCORnet Antibiotics and Childhood Growth Study Group

Leveraging the Capabilities of the FDA's Sentinel System To Improve Kidney Care.

J Am Soc Nephrol
Adimadhyam S, Barreto EF, Cocoros NM, Toh S, Brown JS, Maro JC, Corrigan-Curay J, Dal Pan GJ, Ball R, Martin D, Nguyen M, Platt R, Li X

Translating stakeholder-driven comparative effectiveness research into practice: the PCORnet Bariatric Study.

Arterburn DE, Toh S, Williams N, Anau J, Courcoulas A, Tavakkoli A, Stilwell D, Tuzzio L, Lewis CC, Wilcox MN, McTigue KM