Business intelligence and data mining in chronic patients management: HL7 V3-based data model =...

Registro bibliográfico

  • Autor: Naranjo Kairuz, Camilo
  • Título: Business intelligence and data mining in chronic patients management: HL7 V3-based data model = Minería de datos e inteligencia de negocio en el manejo de pacientes crónicos: Un modelo de datos basado en HL7 V3
  • Publicación original: 2012
  • Descripción física: PDF
  • Notas de reproducción original: Digitalización realizada por la Biblioteca Virtual del Banco de la República (Colombia)
  • Notas:
    • Resumen: In the Healthcare field, Business Intelligence and Data Mining techniques have been proven efficient mainly in the fields of contagious diseases and hospital productivity, however their usage is today still very limited, specially in specific fields like chronic disease management. This paper presents a methodology to develop Data Mining and Business Intelligence based on remote chronic patient management databases. This document also introduces a technical methodology to build a conceptual Data Model for Data Mining based on HL7-v3, with the objective of analyzing patient behavior, detecting triggers for future patient crisis, predicting patient behavior and contribute to improve management plans, resource usage optimization and higher Returns on Investment. Distinciones: Graduado como mejor estudiante de la promoción.
    • Resumen: Business intelligence; CDA; CDD; Minería de datos; Chronic patient management; Conceptual data model; Data mining; Data models; eHealth; HIT; HL7; Manejo de pacientes crónicos; Modelo de datos; Modelo de datos conceptual; RIM; Telemedicina; Telemedicine; TIC
    • © Derechos reservados del autor
    • Colfuturo
  • Forma/género: tesis
  • Idioma: inglés
  • Institución origen: Biblioteca Virtual del Banco de la República
  • Materias:

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