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Design and Development of SPADE: A Synthetic Patient Data Generator for Testing Healthcare Data Processing System
Tia Haddad1, Pushpa Kumarapeli1, Souheil Khaddaj1
1School of Computer Science and Mathematics, Kingston University London.
Abstract:
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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