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Design and Development of SPADE: A Synthetic Patient Data Generator for Testing Healthcare Data Processing System Capabilities
Authors
Tia Haddad, Pushpa Kumarapeli, Souheil Khaddaj
Pages
615 - 616
DOI
10.3233/SHTI250419
Category
Research Article
Series
Studies in Health Technology and Informatics
Ebook
Volume 327: Intelligent Health Systems – From Technology to Data and Knowledge
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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