Sengwee Toh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 53

Top Topics

Drug Administration

Bariatric Surgery

Top Venues

Pharmacoepidemiology and drug safety

Annals of internal medicine

BMJ open diabetes research & care

JMIR research protocols

This page only lists publications with an associated author ORCID identifier.

Publications

Joshua Petimar, Jessica G Young, Han Yu, Sheryl L Rifas-Shiman, Matthew F Daley, William J Heerman, David M Janicke, W Schuyler Jones, Kristina H Lewis, Pi-I Debby Lin, Carly Prentice, John W Merriman, Sengwee Toh, Jason P Block
Medication-Induced Weight Change Across Common Antidepressant Treatments : A Target Trial Emulation Study. Annals of internal medicine (2024)
Janick G Weberpals, Sudha R Raman, Pamela A Shaw, Hana Lee, Massimiliano Russo, Bradley G Hammill, Sengwee Toh, John G Connolly, Kimberly J Dandreo, Fang Tian, Wei Liu, Jie Li, José J Hernández-Muñoz, Robert J Glynn, Rishi J Desai
A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records. Clinical epidemiology 16 (2024)
Sengwee Toh, Xiaojuan Li, David E Arterburn, Dongdong Li, Elizabeth Messenger-Jones, Rui Wang, Sengwee Toh
Using Claims Data to Predict Pre-Operative BMI Among Bariatric Surgery Patients: Development of the BMI Before Bariatric Surgery Scoring System (B3S3). Pragmatic and observational research 15 (2024)
Jennifer G Lyons, Mayura U Shinde, Judith C Maro, Andrew B Petrone, Austin Cosgrove, Maria E Kempner, Susan E Andrade, Jamila Mwidau, Danijela Stojanovic, José J Hernández-Muñoz, Sengwee Toh
Use of the Sentinel System to Examine Medical Product Use and Outcomes During Pregnancy. Drug safety (2024)
Janick G Weberpals, Sudha R Raman, Pamela A Shaw, Hana Lee, Massimiliano Russo, Bradley G Hammill, Sengwee Toh, John G Connolly, Kimberly J Dandreo, Fang Tian, Wei Liu, Jie Li, José J Hernández-Muñoz, Robert J Glynn, Rishi J Desai
A Principled Approach to Characterize and Analyze Partially Observed Confounder Data from Electronic Health Records. Clinical epidemiology 16 (2024)
Joshua Petimar, Jessica G Young, Han Yu, Sheryl L Rifas-Shiman, Matthew F Daley, William J Heerman, David M Janicke, W Schuyler Jones, Kristina H Lewis, Pi-I Debby Lin, Carly Prentice, John W Merriman, Sengwee Toh, Jason P Block
Medication-Induced Weight Change Across Common Antidepressant Treatments : A Target Trial Emulation Study. Annals of internal medicine 177 (8) (2024)
Joshua Petimar, Jessica G Young, Han Yu, Sheryl L Rifas-Shiman, Matthew F Daley, William J Heerman, David M Janicke, W Schuyler Jones, Kristina H Lewis, Pi-I Debby Lin, Carly Prentice, John W Merriman, Sengwee Toh, Jason P Block
Medication-Induced Weight Change Across Common Antidepressant Treatments : A Target Trial Emulation Study. Annals of internal medicine 177 (8) (2024)
Sengwee Toh, Xiaojuan Li, David E Arterburn, Dongdong Li, Elizabeth Messenger-Jones, Rui Wang, Sengwee Toh
Using Claims Data to Predict Pre-Operative BMI Among Bariatric Surgery Patients: Development of the BMI Before Bariatric Surgery Scoring System (B3S3). Pragmatic and observational research 15 (2024)
Gregory E Simon, Susan M Shortreed, Eric Johnson, Zimri S Yaseen, Marc Stone, Andrew D Mosholder, Brian K Ahmedani, Karen J Coleman, R Yates Coley, Robert B Penfold, Sengwee Toh
Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records. Pharmacoepidemiology and drug safety 33 (1) (2023)
Gregory E Simon, Susan M Shortreed, Eric Johnson, Zimri S Yaseen, Marc Stone, Andrew D Mosholder, Brian K Ahmedani, Karen J Coleman, R Yates Coley, Robert B Penfold, Sengwee Toh
Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records. Pharmacoepidemiology and drug safety 33 (1) (2023)
Yaa-Hui Dong, Jiun-Ling Wang, Chia-Hsuin Chang, Jou-Wei Lin, Yu-An Chen, Chun-Yu Chen, Sengwee Toh
Association between use of fluoroquinolones and risk of mitral or aortic valve regurgitation: a nationwide cohort study. Clinical pharmacology and therapeutics (2023)
Michael A Webster-Clark, Sengwee Toh, Jonathan Arnold, Kathleen M McTigue, Thomas Carton, Robert W Platt
External validity in distributed data networks. Pharmacoepidemiology and drug safety (2023)
Gregory E Simon, Susan M Shortreed, Eric Johnson, Zimri S Yaseen, Marc Stone, Andrew D Mosholder, Brian K Ahmedani, Karen J Coleman, R Yates Coley, Robert B Penfold, Sengwee Toh
Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records. Pharmacoepidemiology and drug safety 33 (1) (2023)
Gregory E Simon, Susan M Shortreed, Eric Johnson, Zimri S Yaseen, Marc Stone, Andrew D Mosholder, Brian K Ahmedani, Karen J Coleman, R Yates Coley, Robert B Penfold, Sengwee Toh
Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records. Pharmacoepidemiology and drug safety (2023)
Gregory E Simon, Susan M Shortreed, Eric Johnson, Zimri S Yaseen, Marc Stone, Andrew D Mosholder, Brian K Ahmedani, Karen J Coleman, R Yates Coley, Robert B Penfold, Sengwee Toh
Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records. Pharmacoepidemiology and drug safety 33 (1) (2023)
Sheryl A Kluberg, Laura Hou, Sarah K Dutcher, Monisha Billings, Brian Kit, Sengwee Toh, Sascha Dublin, Kevin Haynes, Annemarie Kline, Mahesh Maiyani, Pamala A Pawloski, Eric S Watson, Noelle M Cocoros
Validation of diagnosis codes to identify hospitalized COVID-19 patients in health care claims data. Pharmacoepidemiology and drug safety 31 (4) (2022)
Lockwood G Taylor, Steven T Bird, Danijela Stojanovic, Sengwee Toh, Judith C Maro, Elnara Fazio-Eynullayeva, Andrew B Petrone, Rajani Rajbhandari, Susan E Andrade, Kevin Haynes, Cheryl N McMahill-Walraven, Mayura Shinde, Jennifer G Lyons
Utility of fertility procedures and prenatal tests to estimate gestational age for live-births and stillbirths in electronic health plan databases. Pharmacoepidemiology and drug safety 31 (5) (2022)
Ting-Ying Huang, Carla Rodriguez-Watson, Tongtong Wang, Shawna R Calhoun, James Marshall, Jillian Burk, Young Hee Nam, Aaron B Mendelsohn, Aziza Jamal-Allial, Robert T Greenlee, Mano Selvan, Pamala A Pawloski, Cheryl N McMahill Walraven, Ashish Rai, Sengwee Toh, Jeffery S Brown
Using the IMEDS distributed database for epidemiological studies in type 2 diabetes mellitus. BMJ open diabetes research & care 10 (6) (2022)
Dongdong Li, Jenna Wong, Xiaojuan Li, Sengwee Toh, Rui Wang
Imputing missing covariates in time-to-event analysis within distributed research networks: A simulation study. Pharmacoepidemiology and drug safety (2022)
Xiaojuan Li, Vincent Lo Re, Sengwee Toh
Profiling real-world data sources for pharmacoepidemiologic research: A call for papers. Pharmacoepidemiology and drug safety 31 (9) (2022)
Ting-Ying Huang, Carla Rodriguez-Watson, Tongtong Wang, Shawna R Calhoun, James Marshall, Jillian Burk, Young Hee Nam, Aaron B Mendelsohn, Aziza Jamal-Allial, Robert T Greenlee, Mano Selvan, Pamala A Pawloski, Cheryl N McMahill Walraven, Ashish Rai, Sengwee Toh, Jeffery S Brown
Using the IMEDS distributed database for epidemiological studies in type 2 diabetes mellitus. BMJ open diabetes research & care 10 (6) (2022)
Ting-Ying Huang, Carla Rodriguez-Watson, Tongtong Wang, Shawna R Calhoun, James Marshall, Jillian Burk, Young Hee Nam, Aaron B Mendelsohn, Aziza Jamal-Allial, Robert T Greenlee, Mano Selvan, Pamala A Pawloski, Cheryl N McMahill Walraven, Ashish Rai, Sengwee Toh, Jeffery S Brown
Using the IMEDS distributed database for epidemiological studies in type 2 diabetes mellitus. BMJ open diabetes research & care 10 (6) (2022)
Jeremy A Rassen, Patrick Blin, Sebastian Kloss, Romain S Neugebauer, Robert W Platt, Jesper Hallas, Sebastian G Schneeweiss, Sengwee Toh
High-dimensional propensity scores for empirical covariate selection in secondary database studies: Planning, implementation, and reporting. Pharmacoepidemiology and drug safety (2022)
Di Shu, Michael A Webster-Clark, Robert W Platt, Sengwee Toh
Meta-analysis with sample-standardization in multi-site studies. Pharmacoepidemiology and drug safety (2022)
Noelle M Cocoros, Candace C Fuller, Sruthi Adimadhyam, Robert Ball, Jeffrey S Brown, Gerald J Dal Pan, Sheryl A Kluberg, Vincent Lo Re, Judith C Maro, Michael Nguyen, Robert Orr, Dianne Paraoan, Jonathan Perlin, Russell E Poland, Meighan Rogers Driscoll, Kenneth Sands, Sengwee Toh, W Katherine Yih, Richard Platt, null null
A COVID-19-ready public health surveillance system: The Food and Drug Administration's Sentinel System. Pharmacoepidemiology and drug safety 30 (7) (2021)
Gaia Pocobelli, Sascha Dublin, Jennifer F Bobb, Ladia Albertson-Junkans, Susan Andrade, T Craig Cheetham, Gladys Salgado, Marie R Griffin, Marsha A Raebel, David H Smith, De-Kun Li, Pamala A Pawloski, Sengwee Toh, Lockwood G Taylor, Wei Hua, Pamela Horn, James P Trinidad, Denise M Boudreau
Prevalence of prescription opioid use during pregnancy in eight US health plans during 2001-2014. Pharmacoepidemiology and drug safety 30 (11) (2021)
Meng-Chen Hsu, Chi-Chuan Wang, Ling-Ya Huang, Chih-Ying Lin, Fang-Ju Lin, Sengwee Toh
Effect of ICD-9-CM to ICD-10-CM coding system transition on identification of common conditions: An interrupted time series analysis. Pharmacoepidemiology and drug safety 30 (12) (2021)
Qoua L Her, Thomas Kent, Yuji Samizo, Aleksandra Slavkovic, Yury Vilk, Sengwee Toh
Automatable Distributed Regression Analysis of Vertically Partitioned Data Facilitated by PopMedNet: Feasibility and Enhancement Study. JMIR medical informatics 9 (4) (2021)
Michael A Webster-Clark, Ting-Ying Huang, Laura Hou, Sengwee Toh
Translating claims-based CHA2 DS2 -VaSc and HAS-BLED to ICD-10-CM: Impacts of mapping strategies. Pharmacoepidemiology and drug safety 29 (4) (2020)
Jasmanda Wu, Cunlin Wang, Sengwee Toh, Federica Edith Pisa, Larry Bauer
Use of real-world evidence in regulatory decisions for rare diseases in the United States-Current status and future directions. Pharmacoepidemiology and drug safety 29 (10) (2020)
Qoua L Her, Jessica M Malenfant, Zilu Zhang, Yury Vilk, Jessica G Young, David Tabano, Jack Hamilton, Ron Johnson, Marsha A Raebel, Denise M Boudreau, Sengwee Toh
Distributed Regression Analysis Application in Large Distributed Data Networks: Analysis of Precision and Operational Performance. JMIR medical informatics 8 (6) (2020)
Candace C Fuller, Wei Hua, Charles E Leonard, Andrew D Mosholder, Ryan M Carnahan, Sarah K Dutcher, Katelyn King, Andrew B Petrone, Robert Rosofsky, Laura A Shockro, Jessica G Young, Jea Young Min, Ingrid A Binswanger, Denise M Boudreau, Marie R Griffin, Margaret A Adgent, Jennifer L Kuntz, Cheryl N McMahill-Walraven, Pamala A Pawloski, Robert Ball, Sengwee Toh
Developing a Standardized and Reusable Method to Link Distributed Health Plan Databases to the National Death Index: Methods Development Study Protocol. JMIR research protocols 9 (11) (2020)
T Craig Cheetham, Sascha Dublin, Gaia Pocobelli, Jennifer F Bobb, Susan Andrade, Rulin C Hechter, Cecilia Portugal, Mercedes Munis, Ladia Albertson-Junkans, Gladys Salgado, Lawrence Wong, Timothy J Maarup, Kecia Carroll, Marie R Griffin, Marsha A Raebel, David H Smith, De-Kun Li, Pamala A Pawloski, Sengwee Toh, Lockwood G Taylor, Wei Hua, Miriam Dinatale, Carrie Ceresa, James P Trinidad, Denise M Boudreau
Validity of diagnosis and procedure codes for identifying neural tube defects in infants. Pharmacoepidemiology and drug safety 29 (11) (2020)
David E Arterburn, Sengwee Toh, Neely Williams, Jane Anau, Anita Courcoulas, Ali Tavakkoli, Diana Stilwell, Leah Tuzzio, Cara C Lewis, Margie N Wilcox, Kathleen M McTigue
Translating stakeholder-driven comparative effectiveness research into practice: the PCORnet Bariatric Study. Journal of comparative effectiveness research 9 (15) (2020)
Kelly Huang, Fang-Ju Lin, Huang-Tz Ou, Chien-Ning Hsu, Ling-Ya Huang, Chi-Chuan Wang, Sengwee Toh
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. Pharmacoepidemiology and drug safety 30 (1) (2020)
Judith C Maro, Efe Eworuke, Laura Hou, Emily C Welch, Margie R Goulding, Rima Izem, Joo-Yeon Lee, Sengwee Toh, Bruce H Fireman, Michael D Nguyen
Conducting prospective sequential surveillance in real-world dynamic distributed databases. Pharmacoepidemiology and drug safety 29 (10) (2020)
Noelle M Cocoros, Kevin Haynes, Qoua Her, Austin Cosgrove, Elizabeth Dee, Nancy D Lin, Chi-Ming Tu, Yulan Ding, Michael Nguyen, Sengwee Toh
Identification of potential drug name confusion errors in the Sentinel System. Pharmacoepidemiology and drug safety 28 (10) (2019)
Sarah K Dutcher, Elnara Fazio-Eynullayeva, Efe Eworuke, Amanda Carruth, Elizabeth C Dee, Michael D Blum, Michael D Nguyen, Sengwee Toh, Catherine A Panozzo, Jennifer G Lyons
Understanding utilization patterns of biologics and biosimilars in the United States to support postmarketing studies of safety and effectiveness. Pharmacoepidemiology and drug safety 29 (7) (2019)
Rishi J Desai, Richard Wyss, Younathan Abdia, Sengwee Toh, Margaret Johnson, Hana Lee, Sara Karami, Jacqueline M Major, Michael Nguyen, Shirley V Wang, Jessica M Franklin, Joshua J Gagne
Evaluating the use of bootstrapping in cohort studies conducted with 1:1 propensity score matching-A plasmode simulation study. Pharmacoepidemiology and drug safety 28 (6) (2019)
Andrew B Petrone, April DuCott, Joshua J Gagne, Sengwee Toh, Judith C Maro
The Devil's in the details: Reports on reproducibility in pharmacoepidemiologic studies. Pharmacoepidemiology and drug safety 28 (5) (2019)
Onyekachukwu A Illoh, Sengwee Toh, Susan E Andrade, Christian Hampp, Leyla Sahin, Kate Gelperin, Lockwood G Taylor, Steven T Bird
Utilization of drugs with pregnancy exposure registries during pregnancy. Pharmacoepidemiology and drug safety 27 (6) (2018)
Catherine A Panozzo, Emily C Welch, Tiffany S Woodworth, Ting-Ying Huang, Qoua L Her, Joshua J Gagne, Jenny W Sun, Catherine Rogers, Talia J Menzin, Max Ehrmann, Katherine E Freitas, Nicole R Haug, Sengwee Toh
Assessing the impact of the new ICD-10-CM coding system on pharmacoepidemiologic studies-An application to the known association between angiotensin-converting enzyme inhibitors and angioedema. Pharmacoepidemiology and drug safety 27 (8) (2018)
Ryan M Carnahan, Jennifer L Kuntz, Shirley V Wang, Candace Fuller, Joshua J Gagne, Charles E Leonard, Sean Hennessy, Tamra Meyer, Patrick Archdeacon, Chih-Ying Chen, Catherine A Panozzo, Sengwee Toh, Hannah Katcoff, Tiffany Woodworth, Aarthi Iyer, Sophia Axtman, Elizabeth A Chrischilles
Evaluation of the US Food and Drug Administration sentinel analysis tools in confirming previously observed drug-outcome associations: The case of clindamycin and Clostridium difficile infection. Pharmacoepidemiology and drug safety 27 (7) (2018)
Efe Eworuke, Genna Panucci, Margie Goulding, Rosemarie Neuner, Sengwee Toh
Use of tumor necrosis factor-alpha inhibitors during pregnancy among women who delivered live born infants. Pharmacoepidemiology and drug safety 28 (3) (2018)
David Martin, Joshua J Gagne, Susan Gruber, Rima Izem, Jennifer C Nelson, Michael D Nguyen, Rita Ouellet-Hellstrom, Sebastian Schneeweiss, Sengwee Toh, Alexander Muir Walker
Sequential surveillance for drug safety in a regulatory environment. Pharmacoepidemiology and drug safety 27 (7) (2018)
Richard S Swain, Lockwood G Taylor, Tiffany S Woodworth, Candace C Fuller, Andrew B Petrone, Talia J Menzin, Nicole R Haug, Sengwee Toh, Andrew D Mosholder
Overall and cause-specific mortality in the Sentinel system: A power analysis. Pharmacoepidemiology and drug safety 27 (12) (2018)
Elizabeth A Chrischilles, Joshua J Gagne, Bruce Fireman, Jennifer Nelson, Sengwee Toh, Azadeh Shoaibi, Marsha E Reichman, Shirley Wang, Michael Nguyen, Rongmei Zhang, Rima Izem, Margie R Goulding, Mary Ross Southworth, David J Graham, Candace Fuller, Hannah Katcoff, Tiffany Woodworth, Catherine Rogers, Ryan Saliga, Nancy D Lin, Cheryl N McMahill-Walraven, Vinit P Nair, Kevin Haynes, Ryan M Carnahan
Prospective surveillance pilot of rivaroxaban safety within the US Food and Drug Administration Sentinel System. Pharmacoepidemiology and drug safety 27 (3) (2018)
Kazuki Yoshida, Susan Gruber, Bruce H Fireman, Sengwee Toh
Comparison of privacy-protecting analytic and data-sharing methods: A simulation study. Pharmacoepidemiology and drug safety 27 (9) (2018)
Robert Ball, Sengwee Toh, Jamie Nolan, Kevin Haynes, Richard Forshee, Taxiarchis Botsis
Evaluating automated approaches to anaphylaxis case classification using unstructured data from the FDA Sentinel System. Pharmacoepidemiology and drug safety 27 (10) (2018)
Catherine A Panozzo, Tiffany S Woodworth, Emily C Welch, Ting-Ying Huang, Qoua L Her, Kevin Haynes, Catherine Rogers, Talia J Menzin, Max Ehrmann, Katherine E Freitas, Nicole R Haug, Sengwee Toh
Early impact of the ICD-10-CM transition on selected health outcomes in 13 electronic health care databases in the United States. Pharmacoepidemiology and drug safety 27 (8) (2018)
Joshua J Gagne, Monika Houstoun, Marsha E Reichman, Christian Hampp, James H Marshall, Sengwee Toh
Safety assessment of niacin in the US Food and Drug Administration's mini-sentinel system. Pharmacoepidemiology and drug safety 27 (1) (2017)
Sengwee Toh, Marsha E Reichman, David J Graham, Christian Hampp, Rongmei Zhang, Melissa G Butler, Aarthi Iyer, Malcolm Rucker, Madelyn Pimentel, Jack Hamilton, Samuel Lendle, Bruce H Fireman, null null
Prospective Postmarketing Surveillance of Acute Myocardial Infarction in New Users of Saxagliptin: A Population-Based Study. Diabetes care 41 (1) (2017)
Sengwee Toh, Laura J F Rasmussen-Torvik, Emily E Harmata, Roy Pardee, Rosalinde Saizan, Elisha Malanga, Jessica L Sturtevant, Casie E Horgan, Jane Anau, Cheri D Janning, Robert D Wellman, Rebecca Yates Coley, Andrea J Cook, Anita P Courcoulas, Karen J Coleman, Neely A Williams, Kathleen M McTigue, David E Arterburn, James C McClay, null null
The National Patient-Centered Clinical Research Network (PCORnet) Bariatric Study Cohort: Rationale, Methods, and Baseline Characteristics. JMIR research protocols 6 (12) (2017)