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...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics Vol. 327; pp. 615 - 617
Autores principales: HADDAD, Tia, KUMARAPELI, Pushpa, KHADDAJ, Souheil
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2025
Acceso en línea:Ver este registro en EBSCOhost
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        atl: 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.
      aug:
        au:
          HADDAD, Tia
          KUMARAPELI, Pushpa
          KHADDAJ, Souheil
        affil: School of Computer Science and Mathematics, Kingston University London.
      sug:
        subj:
          User-Computer Interface
          Software
          Software Design
          Electronic Health Records
          Health Information Systems
          Computer Simulation
          Health Informatics
          Congresses and Conferences Scotland
          Scotland
          Data Analytics
          Artificial Intelligence
          Data Quality
      ab: 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.
      pubtype: Academic Journal
      doctype:
        proceedings
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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