List of works - Jeremy Rassen

A modular, prospective, semi-automated drug safety monitoring system for use in a distributed data environment.

scientific article

Active safety monitoring of new medical products using electronic healthcare data: selecting alerting rules

scientific article

Adjuvant vancomycin for antibiotic prophylaxis and risk of Clostridium difficile infection after coronary artery bypass graft surgery.

scientific article published on 28 March 2013

An event-based approach for comparing the performance of methods for prospective medical product monitoring.

scientific article

Applying propensity scores estimated in a full cohort to adjust for confounding in subgroup analyses

scientific article

Assessing the comparative effectiveness of newly marketed medications: methodological challenges and implications for drug development.

scientific article published on 2 November 2011

Cardiovascular risk in rheumatoid arthritis: comparing TNF-α blockade with nonbiologic DMARDs

scientific article

Comparative effectiveness of preventative therapy for venous thromboembolism after coronary artery bypass graft surgery.

scientific article

Comparative host-coronavirus protein interaction networks reveal pan-viral disease mechanisms

scientific article published on 15 October 2020

Confounding control in healthcare database research: challenges and potential approaches.

scientific article

Confronting "confounding by health system use" in Medicare Part D: comparative effectiveness of propensity score approaches to confounding adjustment

scientific article

Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples.

scientific article

Design considerations in an active medical product safety monitoring system.

scientific article published in January 2012

Do observational studies using propensity score methods agree with randomized trials? A systematic comparison of studies on acute coronary syndromes.

scientific article

Early steps in the development of a claims-based targeted healthcare safety monitoring system and application to three empirical examples.

scientific article

Effects of adjusting for instrumental variables on bias and precision of effect estimates

scientific article published on 24 October 2011

Effects of expanding the look-back period to all available data in the assessment of covariates.

scientific article

Emerging analytical techniques for comparative effectiveness research

scientific article published on 26 September 2012

Erratum: High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

scientific article published on 01 November 2018

Evaluating the validity of an instrumental variable study of neuroleptics: can between-physician differences in prescribing patterns be used to estimate treatment effects?

scientific article published in October 2007

Graphical Depiction of Longitudinal Study Designs in Health Care Databases

scientific article published on 12 March 2019

Heart failure risk among patients with rheumatoid arthritis starting a TNF antagonist

scientific article published on 15 November 2012

High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

scientific article published in July 2009

High-dimensional propensity score algorithm in comparative effectiveness research with time-varying interventions.

scientific article published on February 2014

Incorporating linked healthcare claims to improve confounding control in a study of in-hospital medication use.

scientific article published on June 2015

Instrumental variable analysis for estimation of treatment effects with dichotomous outcomes.

scientific article published on 25 November 2008

Instrumental variable methods in comparative safety and effectiveness research

scientific article

Instrumental variables I: instrumental variables exploit natural variation in nonexperimental data to estimate causal relationships

scientific article

Instrumental variables II: instrumental variable application-in 25 variations, the physician prescribing preference generally was strong and reduced covariate imbalance.

scientific article

Matching by propensity score in cohort studies with three treatment groups

scientific article published in May 2013

Measuring prevalence and incidence of chronic conditions in claims and electronic health record databases

article

Metrics for covariate balance in cohort studies of causal effects.

scientific article

Multivariate-adjusted pharmacoepidemiologic analyses of confidential information pooled from multiple health care utilization databases

scientific article

Near-real-time monitoring of new drugs: an application comparing prasugrel versus clopidogrel.

scientific article

Newly marketed medications present unique challenges for nonrandomized comparative effectiveness analyses

scientific article published on 01 March 2012

One-to-many propensity score matching in cohort studies.

scientific article published in May 2012

Optimal matching ratios in drug safety surveillance.

scientific article published in September 2014

Outcomes in the era of bare-metal stents vs the era of drug-eluting stents

scientific article published on 01 January 2009

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases.

scientific article published on April 2014

Privacy-maintaining propensity score-based pooling of multiple databases applied to a study of biologics.

scientific article

Prospective cohort studies of newly marketed medications: using covariate data to inform the design of large-scale studies.

scientific article

Re: Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: an application to electronic medical records.

scientific article published in October 2011

Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0.

scientific article published on 15 September 2017

Response to commentary by Marcus and Gibbons

scientific article published on 30 January 2012

Safety and effectiveness of bivalirudin in routine care of patients undergoing percutaneous coronary intervention

scientific article

Selective Serotonin Reuptake Inhibitor Use and Perioperative Bleeding and Mortality in Patients Undergoing Coronary Artery Bypass Grafting: A Cohort Study

scientific article published on 19 July 2015

Simultaneous assessment of short-term gastrointestinal benefits and cardiovascular risks of selective cyclooxygenase 2 inhibitors and nonselective nonsteroidal antiinflammatory drugs: an instrumental variable analysis

scientific article published on 01 November 2006

Simultaneously assessing intended and unintended treatment effects of multiple treatment options: a pragmatic "matrix design"

scientific article published on 30 May 2011

Supplementing claims data with outpatient laboratory test results to improve confounding adjustment in effectiveness studies of lipid-lowering treatments

scientific article

The comparative safety of analgesics in older adults with arthritis.

scientific article published in December 2010

The comparative safety of opioids for nonmalignant pain in older adults

scientific article

The next frontier: Fostering innovation by improving health data access and utilization

scientific article

Transparency and Reproducibility of Observational Cohort Studies Using Large Healthcare Databases.

scientific article published on 21 December 2015

Type of stress ulcer prophylaxis and risk of nosocomial pneumonia in cardiac surgical patients: cohort study

scientific article published on 19 September 2013

Using Real-World Data to Predict Clinical and Economic Benefits of a Future Drug Based on its Target Product Profile

scientific article published on 12 June 2020

Using high‐dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system ⬇️

scientific article published on January 1, 2012

Variable Selection for Confounding Adjustment in High-dimensional Covariate Spaces When Analyzing Healthcare Databases.

scientific article

List of works by Jeremy Rassen

A modular, prospective, semi-automated drug safety monitoring system for use in a distributed data environment.

Active safety monitoring of new medical products using electronic healthcare data: selecting alerting rules

Adjuvant vancomycin for antibiotic prophylaxis and risk of Clostridium difficile infection after coronary artery bypass graft surgery.

An event-based approach for comparing the performance of methods for prospective medical product monitoring.

Applying propensity scores estimated in a full cohort to adjust for confounding in subgroup analyses

Assessing the comparative effectiveness of newly marketed medications: methodological challenges and implications for drug development.

Cardiovascular risk in rheumatoid arthritis: comparing TNF-α blockade with nonbiologic DMARDs

Comparative effectiveness of preventative therapy for venous thromboembolism after coronary artery bypass graft surgery.

Comparative host-coronavirus protein interaction networks reveal pan-viral disease mechanisms

Confounding control in healthcare database research: challenges and potential approaches.

Confronting "confounding by health system use" in Medicare Part D: comparative effectiveness of propensity score approaches to confounding adjustment

Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples.

Design considerations in an active medical product safety monitoring system.

Do observational studies using propensity score methods agree with randomized trials? A systematic comparison of studies on acute coronary syndromes.

Early steps in the development of a claims-based targeted healthcare safety monitoring system and application to three empirical examples.

Effects of adjusting for instrumental variables on bias and precision of effect estimates

Effects of expanding the look-back period to all available data in the assessment of covariates.

Emerging analytical techniques for comparative effectiveness research

Erratum: High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

Evaluating the validity of an instrumental variable study of neuroleptics: can between-physician differences in prescribing patterns be used to estimate treatment effects?

Graphical Depiction of Longitudinal Study Designs in Health Care Databases

Heart failure risk among patients with rheumatoid arthritis starting a TNF antagonist

High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

High-dimensional propensity score algorithm in comparative effectiveness research with time-varying interventions.

Incorporating linked healthcare claims to improve confounding control in a study of in-hospital medication use.

Instrumental variable analysis for estimation of treatment effects with dichotomous outcomes.

Instrumental variable methods in comparative safety and effectiveness research

Instrumental variables I: instrumental variables exploit natural variation in nonexperimental data to estimate causal relationships

Instrumental variables II: instrumental variable application-in 25 variations, the physician prescribing preference generally was strong and reduced covariate imbalance.

Matching by propensity score in cohort studies with three treatment groups

Measuring prevalence and incidence of chronic conditions in claims and electronic health record databases

Metrics for covariate balance in cohort studies of causal effects.

Multivariate-adjusted pharmacoepidemiologic analyses of confidential information pooled from multiple health care utilization databases

Near-real-time monitoring of new drugs: an application comparing prasugrel versus clopidogrel.

Newly marketed medications present unique challenges for nonrandomized comparative effectiveness analyses

One-to-many propensity score matching in cohort studies.

Optimal matching ratios in drug safety surveillance.

Outcomes in the era of bare-metal stents vs the era of drug-eluting stents

Plasmode simulation for the evaluation of pharmacoepidemiologic methods in complex healthcare databases.

Privacy-maintaining propensity score-based pooling of multiple databases applied to a study of biologics.

Prospective cohort studies of newly marketed medications: using covariate data to inform the design of large-scale studies.

Re: Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: an application to electronic medical records.

Reporting to Improve Reproducibility and Facilitate Validity Assessment for Healthcare Database Studies V1.0.

Response to commentary by Marcus and Gibbons

Safety and effectiveness of bivalirudin in routine care of patients undergoing percutaneous coronary intervention

Selective Serotonin Reuptake Inhibitor Use and Perioperative Bleeding and Mortality in Patients Undergoing Coronary Artery Bypass Grafting: A Cohort Study

Simultaneous assessment of short-term gastrointestinal benefits and cardiovascular risks of selective cyclooxygenase 2 inhibitors and nonselective nonsteroidal antiinflammatory drugs: an instrumental variable analysis

Simultaneously assessing intended and unintended treatment effects of multiple treatment options: a pragmatic "matrix design"

Supplementing claims data with outpatient laboratory test results to improve confounding adjustment in effectiveness studies of lipid-lowering treatments

The comparative safety of analgesics in older adults with arthritis.

The comparative safety of opioids for nonmalignant pain in older adults

The next frontier: Fostering innovation by improving health data access and utilization

Transparency and Reproducibility of Observational Cohort Studies Using Large Healthcare Databases.

Type of stress ulcer prophylaxis and risk of nosocomial pneumonia in cardiac surgical patients: cohort study

Using Real-World Data to Predict Clinical and Economic Benefits of a Future Drug Based on its Target Product Profile

Using high‐dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system ⬇️

Variable Selection for Confounding Adjustment in High-dimensional Covariate Spaces When Analyzing Healthcare Databases.