Synthetic Data Examples – Realistic – using AI (SYNDERAI), pronounced /ˈsɪn.də.raɪ/

Credits, Courtesy and Contributors

Synthetic Data: Examples – Realistic – using AI (SYNDERAI), pronounced /ˈsɪn.də.raɪ/

© HL7 Europe | Main Contributor: Dr. Kai U. Heitmann | Privacy Policy • LGPL-3.0 license

Contributors

Dr. Kai U. Heitmann, HL7 Europe

Credits, Courtesy

This project includes original code and uses additional several open-source libraries and datasets as follows:

Synthea Copyright © 2024 The MITRE Corporation • MIT License

Copyright © OpenAI

Copyright © ART-DECOR Expert Group and ART-DECOR Open Tools GmbH • LGPL-3.0 license

Fake Name Generator™ identities, the Fake Name Generator website, and all Fake Name Generator tools are copyright © 2006-2025 Corban Works, LLC und and GNU General Public License as published by the Free Software Foundation v3 licenses. The Fake Name Generator identities is free software.

Faker Synthesizer YData SDK by [YData](), GitHub,

Faker: Copyright (c) 2012-present, joke2k and contributors License: MIT Source: https://faker.readthedocs.io/

GeoPandas: Copyright (c) 2013–present, GeoPandas developers License: BSD 3-Clause Source: https://geopandas.org/

Shapely: Copyright (c) 2007–2022, Shapely developers License: BSD 3-Clause Source: https://shapely.readthedocs.io/

Rtree: Copyright (c) 2008–present, Rtree developers License: LGPL (GNU Lesser General Public License v2.1 or later) Source: https://pypi.org/project/Rtree/

pycountry: Copyright (c) 2004–present, Thomas Koch and contributors License: LGPL (GNU Lesser General Public License v2.1 or later) Source: https://pypi.org/project/pycountry/

Natural Earth Data: Public Domain. No copyright. Source: https://www.naturalearthdata.com/

Synthetic People Generator Script: Created with assistance from OpenAI's ChatGPT License: MIT-style (permissive)

No licensing fees apply; all components are free of charge.

Terminologies

Licensee agrees and acknowledges that HL7 may not own all right, title, and interest, in and to the Materials and that the Materials may contain and/or reference intellectual property owned by third parties (“Third Party IP”). Acceptance of these License Terms does not grant Licensee any rights with respect to Third Party IP. Licensee alone is responsible for identifying and obtaining any necessary licenses or authorizations to utilize Third Party IP in connection with the Materials or otherwise. Any actions, claims or suits brought by a third party resulting from a breach of any Third Party IP right by the Licensee remains the Licensee’s liability.

Many terminologies used are subject to license agreements. Following is a non-exhaustive list of third-party terminologies that may require a separate license.

SNOMED CT©

SNOMED CT® International

http://www.snomed.org/snomed-ct/get-snomed-ct or info@ihtsdo.org

Logical Observation Identifiers Names & Codes (LOINC©)

Regenstrief Institute, Inc.

https://loinc.org

International Classification of Diseases (ICD) codes

World Health Organization (WHO)

RxNorm

National Library of Medicine

https://www.nlm.nih.gov/research/umls/rxnorm/faq.htm

CVX – Vaccines Administered

CDC's National Center of Immunization and Respiratory Diseases

https://www2.cdc.gov/vaccines/iis/iisstandards/vaccines.asp?rpt=cvx