Article

DrugSet: A validated R Shiny application for reproducible drug codelist construction from ATC classification to CPRD Aurum prodcodes

2026-07-13

Abstract excerpt

<h4>ABSTRACT</h4> <h4>KEY POINTS</h4> Constructing semantically harmonized drug codelists for pharmacoepidemiologic research across data sources is often manual, time-consuming, and prone to inconsistencies as many datasources but not all (e.g. CPRD Aurum) use the ATC coding system. DrugSet is a validated open-source R Shiny application that integrates ATC-based hierarchical code selection, string-based matching...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9f5809f7-ffd6-50ab-8cb2-9755ad00b63b
DOI: 10.64898/2026.07.08.26357534

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

DrugSet: A validated R Shiny application for reproducible drug codelist construction from ATC classification to CPRD Aurum prodcodesDOI 10.64898/2026.07.08.26357534Read

Determining prescriptions in electronic healthcare record (EHR) data: methods for development of standardized, reproducible drug codelistsSemantic proximity Read

An Automation Framework for Clinical Codelist Development Validated with UK Data from Patients with Multiple Long-term ConditionsSemantic proximity Read

Rx Norm for Europe - Toward the representation of medicinal products in the OMOP CDM: Graph visualization and validation of two mapping approaches using the OHDSI USAGI tool and LLMSemantic proximity Read

Categorising UK Biobank Self-Reported Medication Data using Text MatchingSemantic proximity Read

A machine learning approach for automating review of a RxNorm medication mapping pipeline outputSemantic proximity Read

CodeMergeR: A shiny-based application for codelist integrationSemantic proximity Read

Development and validation of a generative AI-assisted medication-indication knowledge baseSemantic proximity Read

Foundational model aided automatic high-throughput drug screening using self-controlled cohort studySemantic proximity Read

A Large-Scale Pharmacogenomic Knowledge Graph for Drug-Gene-Variant-Disease DiscoverySemantic proximity Read

TrialCode Agent: LLM-Assisted Clinical Code-Set Construction for Trial EmulationSemantic proximity Read

T-Rx: A toolbox for reproducible processing of prescriptions (Rx) stored in electronic health record databasesSemantic proximity Read