Work

DataTools4Heart_Milestone MS7_50% DT4H toolbox components released at the appropriate software collections

Year: 2024

Type: article

Abstract: This milestone document outlines the progress made toward releasing the DataTools4Heart (DT4H) Toolbox components into the appropriate software repositories. The toolbox aims to provide a comprehensive, privacy-preserving suite of tools for federated cardiology data analysis, including data ingestion, harmonisation, machine learning, and synthetic data generation, among others. Approximately half of the planned components have been successfully developed and are now available in public or restricted repositories, depending on their maturity.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.13982838

Author: Gelpí, Josep Lluís

Institution: Universitat de Barcelona

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: European Commission

Award: A European Health Data Toolbox for Enhancing Cardiology Data Interoperability, Reusability and Privacy