Design and Development of SPADE: A Synthetic Patient Data Generator for Testing Healthcare Data Processing System Capabilities...35th Medical Informatics Europe Conference (MIE 2025), May 19-21, 2025, Glasgow, Scotland.
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 gen...
| Published in: | Studies in Health Technology & Informatics Vol. 327; pp. 615 - 617 |
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| Main Authors: | , , |
| Format: | proceedings research tables/charts Journal Article |
| Published: |
Sage Publications Inc.
2025
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| Online Access: | View this record in EBSCOhost |
| Summary: | 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. |
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