Design and Development of SPADE: A Synthetic Patient Data Generator for Testing Healthcare Data Processing System Capabilities
SPADE (Synthetic PAtient Data Engine) generates realistic synthetic patient data to test healthcare data systems under extreme conditions. It simulates anomalies like outliers and spikes, facilitating system evaluation and contingency planning. Developed in Python, SPADE offers customizable data generation with future plans for API integration and a web-based interface.
Authors
- T. S. Haddad (ORCID: https://orcid.org/0009-0009-5187-1168)
- Pushpa Kumarapeli (ORCID: https://orcid.org/0000-0002-9552-6835)
- Souheil Khaddaj (ORCID: https://orcid.org/0000-0001-9477-4290)
Institutions
- Kingston University (US)
Publication Details
- Journal
- Studies in health technology and informatics
- Published
- 2025-05-15
- DOI
- https://doi.org/10.3233/shti250419
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00