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cff-version: 1.2.0
title: syndat
type: software
message: If you use this software, please cite the following article.
license: Apache-2.0
language: en
authors:
- given-names: Tim
family-names: Adams
affiliation: Fraunhofer Institute for Algorithms and Scientific Computing SCAI
email: tim.adams@scai.fraunhofer.de
orcid: https://orcid.org/0000-0002-2823-0102
contributors:
- given-names: Diego
family-names: Valderrama
affiliation: Fraunhofer Institute for Algorithms and Scientific Computing SCAI
email: diego.felipe.valderrama.nino@scai.fraunhofer.de
orcid: https://orcid.org/0000-0002-3450-0359
- given-names: Manuel
family-names: Lentzen
affiliation: Fraunhofer Institute for Algorithms and Scientific Computing SCAI
email: manuel.lentzen@scai.fraunhofer.de
orcid: https://orcid.org/0000-0002-1344-4132
repository-code: https://github.com/SCAI-BIO/syndat
repository-artifact: https://pypi.org/project/syndat/
abstract: >
Syndat is a software package that provides basic functionalities for the evaluation
and visualisation of synthetic data.
keywords:
- synthetic data
- data quality
- data privacy
- data utility
- clinical data
- data visualization
preferred-citation:
type: article
title: On the fidelity versus privacy and utility trade-off of synthetic patient data
authors:
- family-names: Adams
given-names: Tim
- family-names: Birkenbihl
given-names: Colin
- family-names: Otte
given-names: Karen
- family-names: Ng
given-names: Hwei Geok
- family-names: Rieling
given-names: Jonas Adrian
- family-names: Näher
given-names: Anatol-Fiete
- family-names: Sax
given-names: Ulrich
- family-names: Prasser
given-names: Fabian
- family-names: Fröhlich
given-names: Holger
journal: iScience
volume: 28
number: 5
pages: 112382
year: 2025
doi: 10.1016/j.isci.2025.112382
references:
- type: conference-paper
title: NFDI4Health workflow and service for synthetic data generation, assessment and risk management
authors:
- family-names: Moazemi
given-names: Sobhan
- family-names: Adams
given-names: Tim
- family-names: Ng
given-names: Hwei Geok
- family-names: Kühnel
given-names: Lisa
- family-names: Schneider
given-names: Julian
- family-names: Näher
given-names: Anatol-Fiete
- family-names: Fluck
given-names: Juliane
- family-names: Fröhlich
given-names: Holger
collection-title: Studies in Health Technology and Informatics
year: 2024
doi: 10.3233/SHTI240834
- type: website
title: Syndat Web Dashboard
url: https://syndat.scai.fraunhofer.de/