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An evaluation of the replicability of analyses using synthetic health data
This paper published in Scientific Reports describes a study evaluating the replicability ...
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Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets
This paper published in the Journal of Clinical Oncology: Clinical Cancer Informatics ...
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Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation.
The reporting of machine learning (ML) prognostic and diagnostic modeling studies is ...
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A comparison of synthetic data generation and federated analysis for enabling international evaluations of cardiovascular health
Our recent article in Scientific Reports entitled, A comparison of synthetic data ...
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Practical Synthetic Data Generation
This book published by O'Reilly is an introduction to synthetic data generation ...
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A method for generating synthetic longitudinal health data
Getting access to administrative health data for research is difficult and time-consuming ...
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Prescription opioid fills following surgical abortion
Objective To characterize opioid fills after surgical abortion among US ...
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Use of an EHR to inform an administrative data algorithm to categorize inpatient COVID-19 severity.
Importance Algorithms for classification of inpatient COVID-19 severity are necessary for ...
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Selective serotonin reuptake inhibitor use and perioperative bleeding and mortality in patients undergoing coronary artery bypass grafting: a cohort study
Introduction Several small studies have reported inconsistent findings about the safety ...
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Early real-world experience with emicizumab and concomitant factor VIII replacement products in adult male people with Hemophilia A without inhibitors
Aims To assess real-world use of emicizumab in adult people with hemophilia A (PwHA) ...
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Categorization of COVID-19 severity to determine mortality risk
Purpose Algorithms for classification of inpatient COVID-19 severity are necessary for ...
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Real-world comparative effectiveness of mRNA-1273 and BNT162b2 vaccines among immunocompromised adults identified in administrative claims data in the United States
Introduction Head-to-head studies comparing COVID-19 mRNA vaccine effectiveness in ...
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Treatment effectiveness in a rare oncology indication: lessons from an external control cohort study
Real-world data (RWD) reflecting patient treatment in routine clinical practice can be ...
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Describing characteristics and treatment patterns of patients hospitalized with COVID-19 by race and ethnicity in a national RWD during the early months of the pandemic
Objective To describe differences by race and ethnicity in treatment patterns among ...
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A case for synthetic data in regulatory decision-making in Europe
Regulators are faced with many challenges surrounding health data usage, including ...
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Uterine fibroids and incidence of depression, anxiety and self-directed violence: a cohort study
Background Depression and anxiety are prevalent among women with uterine fibroids (UF). ...
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Graphical depiction of longitudinal study designs in health care databases
Pharmacoepidemiologic and pharmacoeconomic analysis of health care databases has become a ...
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Actionable Real-World Evidence to Improve Health Outcomes and Reduce Medical Spending Among Risk-Stratified Patients with Diabetes
Background: Type 2 diabetes mellitus (T2DM) is a chronic condition with a high economic ...
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Effectiveness of the Single-Dose Ad26.COV2.S COVID Vaccine
Importance Vaccination against the SARS-CoV-2 virus is critical to control the pandemic. ...
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Outcomes associated with oral anticoagulants plus antiplatelets in patients with newly diagnosed atrial fibrillation
Importance Patients with nonvalvular atrial fibrillation at risk of stroke should receive ...
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SARS-CoV-2 spike-protein targeted serology test results and their association with subsequent COVID-19-related outcomes
Importance: In the absence of evidence of clinical utility, the United States' Centers ...
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Treatment Patterns and Healthcare Resource Utilization Among Newly Diagnosed Psoriasis, Psoriatic Arthritis, Axial Spondyloarthritis, and Hidradenitis Suppurativa
Introduction Psoriasis (PSO), psoriatic arthritis (PsA), axial spondyloarthritis (axSpA), ...
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Healthcare Resource Utilization and Related Costs in Chronic Fibrosing Interstitial Lung Diseases with a Progressive Phenotype: A US Claims Database Analysis
Introduction We aimed to describe healthcare resource utilization (HCRU) patterns and ...
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Variable selection for confounding adjustment in high-dimensional covariate spaces when analyzing healthcare databases
Background: Data-adaptive approaches to confounding adjustment may improve performance ...