Informatics

(213) Generating synthetic cohorts of real-world patients with metastatic breast cancer to accelerate collaboration

(214) A Systematic Literature Review of Current Application of Machine Learning for Patient Phenotyping and Selection in Observational Studies

(215) Examining misclassification differences for myocardial infarction and angioedema between drug exposures

(217) Development of Computable Operational Definitions to Maximize Comparability & Consistency Across a Multi-Data Source Global Real-World Effectiveness Program

(218) Methodological challenges for single- vs polydrug classification of drug overdose deaths

(219) Development of Audit Readiness Considerations of Real-World Data for Use in Regulatory Decision-Making

(220) The Utility and Versatility of Linked Database in HIV Care for tracking Vertical Transmission of HIV in the Western Cape Province in South Africa

(221) Methods in Dynamic Treatment Regimens using Observational Data: A Systematic Review

(222) Evaluation of tokenization using a large claims and medical records dataset in patients with hemophilia B

(223) Evaluation of the completeness of a medical record dataset linked to administrative claims through tokenization in patients with hemophilia B

(224) Sub-Analyses, Post-Hoc Analyses and Full Publication Rate: Are we Potentially Missing Important Evidence?

(225) Bibliometric Analysis Based on Abstracts of the 38th International Conference on Pharmacoepidemiology & Therapeutic Risk Management

(226) Data Stewardship and its Role in Ensuring Real-World Data Quality and Methodological Rigor in Research

(227) Severity and burden of sickle cell disease (SCD) in France: a nationwide real-world study

(228) Development of a risk categorization framework to quantify antimicrobial resistance risk in female patients with uncomplicated urinary tract infection

(229) Artificial intelligence applied: data-driven vector representations of adverse events and drugs in pharmacovigilance

(230) Risk of Electrolyte Imbalance in Elderly Colorectal Cancer Patients Following Treatment with Metformin Vs Sulfonylureas

(231) Bespoke Code vs. Off-the-shelf R Package in Calculating Incidence Rates Using Real-World Data

(232) Diversifying the FDA’s Sentinel System with Rigorous Quality Inclusion Rules for the U.S. Medicaid Population

(233) Identification of Unrecognized Associations Between Medications and Gastrointestinal Bleeding by Screening Large Administrative Health Data

(234) Developing a perinatal extension for the OMOP common data model

(235) Characterizing Disease Progression in Multiple Sclerosis Subtypes Using RWD: Feasibility of Applying a Machine Learning Model to Address Missing Data

(236) New Approaches for Linking Mother and Infant Data using Electronic Medical Records Data

(237) Lift Off: From Real World Data Quality Guidelines to Actionable Assessment

(239) Novel Data and Lag-times within the EHR Provided by the Long-Term Care Data Cooperative (LTCDC)

(240) Characterization of Real World data sources for pharmacoepidemiological studies in pregnancy and lactation: the ConcePTION project

(241) Unlocking the patient journey: comparing machine learning (ML) based natural language processing (NLP) and expert abstraction in understanding treatment patterns

(243) Feasibility Assessment of a Real-world Clinico-genomics Dataset in Non-small Cell Lung Cancer (AACR GENIE BPC)

(245) Evaluation of Handling Degrees of Missingness in the Features of Machine Learning Algorithms to Predict Overall Survival Using Real-World Lung Cancer Data

(246) Real-world evidence on the burden of known side-effects of typical and atypical antipsychotic medications in patients with schizophrenia

(247) Validating Type II Diabetes Case Definitions in Electronic Health Records: A Comparison of Sensitivity and Specificity Using HbA1c as the Gold Standard

(248) A novel approach to secondary data studies in pregnancy leveraging linked EMRs linked under Health Information Exchanges in the Unites States

(249) Detecting digital illness threat using an anomaly detection approach in the United States

(251) NLP Detection of Mortality Information from Publicly Available Data using Deep Learning Modelling

(252) Assessing validity of privacy-preserving synthetic patient data: A use case utilizing Israel COVID-19 real-world vaccine effectiveness study