CoMaSy

This study aims to develop open-source software that facilitates the creation and iterative revision of codebooks and can generate Directed Acyclic Graphs (DAGs) to showcase data processing pipelines. The tool will be used for study teams in VAC4EU and similar organisations to enhance their workflow efficiency and capacity in following programming guidelines.

Metasyn

This study aims to develop open-source software capable of generating high quality synthetic data from metadata information that preserves the privacy of patients.

SeValid

This study aims to assess the validity of algorithms used to identify cases of myocarditis and deep vein thrombosis from hospital discharge forms. Notably, SeValid introduces an innovative approach by estimating the sensitivity of ‘narrow’ algorithms through the positive predictive value assessment of ‘possible’ algorithms.

FLOW

This study aims to review available phenotype libraries, and design tools for implementation of a VAC4EU phenotype library.

SAFETY-VAC – Immunocompromised populations

This study aims to provide a consolidated approach to identify and characterise immunocompromised populations in real-world data sources and to produce incidence and prevalence rates for these populations using electronic healthcare records databases.

Pfizer PAXLOVID™ – Safety in pregnancy

The study aims to assess the risk of adverse pregnancy, offspring, and maternal outcomes in women exposed to Paxlovid or to other COVID-19 treatments during pregnancy.