Publications

Go BIG and Go Global: Executing Large-Scale, Multi-Site Pharmacoepidemiologic Studies Using Real-world Data.

Am J Epidemiol
Maro JC, Toh S

Applying Machine Learning in Distributed Data Networks for Pharmacoepidemiologic and Pharmacovigilance Studies: Opportunities, Challenges, and Considerations.

Drug Saf
Wong J, Prieto-Alhambra D, Rijnbeek PR, Desai RJ, Reps JM, Toh S

Association between glucagon-like peptide-1 receptor agonists and biliary-related diseases in patients with type 2 diabetes: a nationwide cohort study.

Pharmacotherapy
Dong YH, Wu JH, Chang CH, Lin JW, Wu LC, Toh S

Comparative cardiovascular effectiveness of glucagon-like peptide-1 receptor agonists versus sodium glucose cotransporter 2 inhibitors in patients with type 2 diabetes: a population-based cohort study.

Diabetes Obes Metab
Dong YH, Chang CH, Lin JW, Yang WS, Wu LC, Toh S

Continuity and Completeness of Electronic Health Record Data for Patients Treated With Oral Hypoglycemic Agents: Findings From Healthcare Delivery Systems in Taiwan.

Front Pharmacol
Hsu CN, Huang K, Lin FJ, Ou HT, Huang LY, Kuo HC, Wang CC, Toh S

Comparison of Rates of Type 2 Diabetes in Adults and Children Treated With Anticonvulsant Mood Stabilizers.

JAMA Netw Open
Sun JW, Young JG, Sarvet AL, Bailey LC, Heerman WJ, Janicke DM, Lin PD, Toh S, Block JP

Statin use is associated with lower risk of dementia in stroke patients: a community-based cohort study with inverse probability weighted marginal structural model analysis.

Eur J Epidemiol
Yang Z, Toh S, Li X, Edwards D, Brayne C, Mant J

Use of Linked Databases for Improved Confounding Control: Considerations for Potential Selection Bias.

Am J Epidemiol
Sun JW, Wang R, Li D, Toh S

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

Evaluating confounding control in estimations of influenza antiviral effectiveness in electronic health plan data.

Am J Epidemiol
Htoo PT, Measer G, Orr R, Bohn J, Sorbello A, Francis H, Dutcher SK, Cosgrove A, Carruth A, Toh S, Cocoros NM

Antibiotics prior to age 2 years have limited association with preschool growth trajectory.

Int J Obes (Lond)
Bailey LC, Bryan M, Maltenfort M, Block JP, Teneralli R, Lunsford D, Boone-Heinonen J, Eneli I, Horgan CE, Lin PD, Reynolds JS, Solomonides AE, Janicke D, Sturtevant JL, Toh S, Taveras E, Appelhans BM, Arterburn D, Daley MF, Dempsey A, Dugas LR, Finkelstein J, Fitzpatrick SL, Goodman A, Gurka MJ, Heerman WJ, Horberg M, Hossain MJ, Hsia DS, Isasi CR, Kharbanda EO, Messito MJ, Murphy K, O'Bryan K, Peay HL, Prochaska MT, Puro J, Rayas M, Rosenman MB, Taylor B, VanWormer JJ, Willis Z, Yeramaneni S, Forrest CB,

Broadening the reach of the FDA Sentinel system: A roadmap for integrating electronic health record data in a causal analysis framework.

NPJ Digit Med
Desai RJ, Matheny ME, Johnson K, Marsolo K, Curtis LH, Nelson JC, Heagerty PJ, Maro J, Brown J, Toh S, Nguyen M, Ball R, Pan GD, Wang SV, Gagne JJ, Schneeweiss S

Validation of diagnosis codes to identify hospitalized COVID-19 patients in health care claims data.

Pharmacoepidemiol Drug Saf
Kluberg SA, Hou L, Dutcher SK, Billings M, Kit B, Toh S, Dublin S, Haynes K, Kline AM, Maiyani M, Pawloski PA, Watson ES, Cocoros NM

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.

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

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

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.