Work

DataTools4Heart_Milestone MS6_1st prototype of DT4H platform and user interface

Year: 2024

Type: article

Abstract: This document serves as the justification for achieving Milestone 6, which marks the release of the first integrated prototype of the platform's technical infrastructure. The primary objective is to deliver an operational Minimum Viable Product (MVP) of the DataTools4Heart platform. The prototype is designed to support the core research cycle of researchers, enabling them to design, manage and analyse the results of distributed and federated learning (FL) experiments across the DataTools4Heart federation. The current implementation is publicly available via the project’s central code repository at https://github.com/dataTools4Heart. Ongoing enhancements and refinements will continue across individual platform modules, alongside integration efforts, culminating in the final technical release of the platform by Month 36 (M36).

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.13982761

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