Published October 4, 2024 | Version 1.0.0
Dataset Restricted

GMDN-EMDN Mapping Project - Data Release

Authors/Creators

  • 1. ROR icon Politecnico di Milano
  • 2. ROR icon IRCCS Istituto Auxologico Italiano

Description

Description

This release contains the datasets described in the paper "A Data-driven Algorithm Streamlining Medical Device Nomenclature Interoperability Through Large Language Models". The repository provides the necessary input data to reproduce the results presented in the paper, as well as all the output files described. Access to the files can be obtained, following a reasonable request, by contacting the Corresponding Author at enrico.caiani@polimi.it.

Included in this release

  • EMDN.csv: EMDN dataset
  • foiclass.zip: FDA Product Code Classification Database
  • GUDID_full_release.zip: FDA GUDID data of American medical devices
  • italian_medical_device_full_list.csv: Italian medical devices dataset
  • All output files described in the paper
  • Additional files for further analysis

Acknowledgements

We thank the Italian Ministry of Health, the U.S. Food and Drug Administration, and the European Commission for providing the datasets used in this project with public access.

For more information, please visit either this Zenodo repository or the official GitHub repository.

Files

Restricted

The record is publicly accessible, but files are restricted. Log in to check if you have access.

Additional details

Dates

Submitted
2024-10
Date of the last data extraction before submission.

Software

Repository URL
https://github.com/riccardogibello/md_nomenclature_mapping_project.git
Programming language
Python
Development Status
Active