| Title: |
SYNTHIA State of the Art Suvey on SDG D6.1 ; Deliverable 6.1 |
| Authors: |
Barcelona Supercomputing Center |
| Contributors: |
Instituto de Investigación Sanitaria La Fe; Leiden University Medical Center; University of Bologna; University of Helsinki; Humanitas University; Train-AI.eu; Universidad Politécnica de Madrid; Centre for Research and Technology Hellas; Fraunhofer Institute for Digital Medicine; Fraunhofer Institute for Algorithms and Scientific Computing; DNV (Norway); Pfizer (Belgium); General Electric (United Kingdom); Janssen (Belgium); Novo Nordisk (Denmark); University Hospital of Lausanne |
| Publisher Information: |
Zenodo |
| Publication Year: |
2025 |
| Collection: |
Zenodo |
| Description: |
This deliverable D6.1 State of the Art Survey on SDG, represents a foundational effort to map the landscape of synthetic data generation (SDG) as of month 6 of the SYNTHIA project. Conducting this survey early in the project lifecycle is critical for establishing a shared knowledge base, identifying key opportunities and challenges, and guiding the development of SYNTHIA’s methodologies and tools. It also fosters a common understanding of synthetic data across the consortium, ensuring alignment and clarity among all partners. The survey was conducted collaboratively by Work Package 6 (WP6), "SDG Tools and Methods," resulting in a comprehensive document titled Navigating Opportunities and Challenges in Synthetic Data Generation for Biomedicine: Insights from the SYNTHIA Project (see Annex I). This document reviews the latest literature, highlights current trends and innovations, and lays the groundwork for future research within SYNTHIA. |
| Document Type: |
text |
| Language: |
unknown |
| Relation: |
https://zenodo.org/records/15525209; oai:zenodo.org:15525209; https://doi.org/10.5281/zenodo.15525209 |
| DOI: |
10.5281/zenodo.15525209 |
| Availability: |
https://doi.org/10.5281/zenodo.15525209; https://zenodo.org/records/15525209 |
| Rights: |
Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode |
| Accession Number: |
edsbas.606FFED8 |
| Database: |
BASE |