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Comparison of Cardiovascular and Safety Outcomes of Chlorthalidone vs Hydrochlorothiazide to Treat Hypertension

JAMA internal medicine, 2020-04, Vol.180 (4), p.542

2020

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Evaluating large-scale propensity score performance through real-world and synthetic data experiments

International journal of epidemiology, 2018-12, Vol.47 (6), p.2005-2014

2018

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Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis

The Lancet (British edition), 2019-11, Vol.394 (10211), p.1816-1826

2019

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Risk of ischemic stroke and the use of individual non-steroidal anti-inflammatory drugs: A multi-country European database study within the SOS Project

PloS one, 2018-09, Vol.13 (9), p.e0203362-e0203362

2018

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Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data

Proceedings of the National Academy of Sciences - PNAS, 2018-03, Vol.115 (11), p.2571-2577

2018

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Risk of acute myocardial infarction during use of individual NSAIDs: A nested case-control study from the SOS project

PloS one, 2018-11, Vol.13 (11), p.e0204746-e0204746

2018

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Interpreting observational studies: why empirical calibration is needed to correct p-values

Statistics in medicine, 2014-01, Vol.33 (2), p.209-218

2014

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Comparative effectiveness of canagliflozin, SGLT2 inhibitors and non‐SGLT2 inhibitors on the risk of hospitalization for heart failure and amputation in patients with type 2 diabetes mellitus: A real‐world meta‐analysis of 4 observational databases (OBSERVE‐4D)

Diabetes, obesity & metabolism, 2018-11, Vol.20 (11), p.2585-2597

2018

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Characterizing treatment pathways at scale using the OHDSI network

Proceedings of the National Academy of Sciences - PNAS, 2016-07, Vol.113 (27), p.7329-7336

2016

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Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data

Journal of the American Medical Informatics Association : JAMIA, 2018-08, Vol.25 (8), p.969-975

2018

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Chlorthalidone and Hydrochlorothiazide for Treatment of Patients With Hypertension-Reply

JAMA internal medicine, 2020-08, Vol.180 (8), p.1133

2020

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Adjusting for both sequential testing and systematic error in safety surveillance using observational data: Empirical calibration and MaxSPRT

Statistics in medicine, 2023-02, Vol.42 (5), p.619-631

2023

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Comparative First-Line Effectiveness and Safety of ACE (Angiotensin-Converting Enzyme) Inhibitors and Angiotensin Receptor Blockers: A Multinational Cohort Study

Hypertension (Dallas, Tex. 1979), 2021-09, Vol.78 (3), p.591-603

2021

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Prenatal antidepressant use and risk of attention-deficit/hyperactivity disorder in offspring: population based cohort study

BMJ (Online), 2017-05, Vol.357, p.j2350

2017

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Applied comparison of large‐scale propensity score matching and cardinality matching for causal inference in observational research

BMC medical research methodology, 2021-05, Vol.21 (1), p.109-109, Article 109

2021

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Risk of lower extremity amputations in people with type 2 diabetes mellitus treated with sodium‐glucose co‐transporter‐2 inhibitors in the USA: A retrospective cohort study

Diabetes, obesity & metabolism, 2018-03, Vol.20 (3), p.582-589

2018

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Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD

Pharmacoepidemiology and drug safety, 2011-03, Vol.20 (3), p.292-299

Schuemie, Martijn J.

2011

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Improving reproducibility by using high-throughput observational studies with empirical calibration

Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences, 2018-09, Vol.376 (2128), p.20170356-20170356

2018

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Massive Parallelization of Massive Sample-Size Survival Analysis

Journal of computational and graphical statistics, 2024, Vol.33 (1), p.289-302

2024

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Defining a Reference Set to Support Methodological Research in Drug Safety

Drug safety, 2013-10, Vol.36 (Suppl 1), p.33-47

2013

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Risk of Upper Gastrointestinal Bleeding From Different Drug Combinations

Gastroenterology (New York, N.Y. 1943), 2014-10, Vol.147 (4), p.784-792.e9

2014

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Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm

Journal of the American Medical Informatics Association : JAMIA, 2020-03, Vol.27 (3), p.376-385

2020

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Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers

Studies in health technology and informatics, 2015, Vol.216, p.574

2015

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Adjusting for indirectly measured confounding using large-scale propensity score

Journal of biomedical informatics, 2022-10, Vol.134, p.104204, Article 104204

2022

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Combining cox regressions across a heterogeneous distributed research network facing small and zero counts

Statistical methods in medical research, 2022-03, Vol.31 (3), p.438-450

2022

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Comparison of Cardiovascular and Safety Outcomes of Chlorthalidone vs Hydrochlorothiazide to Treat Hypertension

Evaluating large-scale propensity score performance through real-world and synthetic data experiments

Comprehensive comparative effectiveness and safety of first-line antihypertensive drug classes: a systematic, multinational, large-scale analysis

Risk of ischemic stroke and the use of individual non-steroidal anti-inflammatory drugs: A multi-country European database study within the SOS Project

Empirical confidence interval calibration for population-level effect estimation studies in observational healthcare data

Risk of acute myocardial infarction during use of individual NSAIDs: A nested case-control study from the SOS project

Interpreting observational studies: why empirical calibration is needed to correct p-values

Comparative effectiveness of canagliflozin, SGLT2 inhibitors and non‐SGLT2 inhibitors on the risk of hospitalization for heart failure and amputation in patients with type 2 diabetes mellitus: A real‐world meta‐analysis of 4 observational databases (OBSERVE‐4D)

Characterizing treatment pathways at scale using the OHDSI network

Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data

Chlorthalidone and Hydrochlorothiazide for Treatment of Patients With Hypertension-Reply

Adjusting for both sequential testing and systematic error in safety surveillance using observational data: Empirical calibration and MaxSPRT

Comparative First-Line Effectiveness and Safety of ACE (Angiotensin-Converting Enzyme) Inhibitors and Angiotensin Receptor Blockers: A Multinational Cohort Study

Prenatal antidepressant use and risk of attention-deficit/hyperactivity disorder in offspring: population based cohort study

Applied comparison of large‐scale propensity score matching and cardinality matching for causal inference in observational research

Risk of lower extremity amputations in people with type 2 diabetes mellitus treated with sodium‐glucose co‐transporter‐2 inhibitors in the USA: A retrospective cohort study

Methods for drug safety signal detection in longitudinal observational databases: LGPS and LEOPARD

Improving reproducibility by using high-throughput observational studies with empirical calibration

Massive Parallelization of Massive Sample-Size Survival Analysis

Defining a Reference Set to Support Methodological Research in Drug Safety

Risk of Upper Gastrointestinal Bleeding From Different Drug Combinations

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm

Observational Health Data Sciences and Informatics (OHDSI): Opportunities for Observational Researchers

Adjusting for indirectly measured confounding using large-scale propensity score

Combining cox regressions across a heterogeneous distributed research network facing small and zero counts

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