INITIATE: An Intelligent Adaptive Alert Environment

Borna Jafarpour, Samina Raza Abidi, Ahmad Marwan Ahmad, Syed Sibte Raza Abidi

Producción científica: Capítulo en Libro/Reporte/Acta de conferenciaContribución a la conferencia

5 Citas (Scopus)

Resumen

Exposure to a large volume of alerts generated by medical Alert Generating Systems (AGS) such as drug-drug interaction softwares or clinical decision support systems over-whelms users and causes alert fatigue in them. Some of alert fatigue effects are ignoring crucial alerts and longer response times. A common approach to avoid alert fatigue is to devise mechanisms in AGS to stop them from generating alerts that are deemed irrelevant. In this paper, we present a novel framework called INITIATE: an INtellIgent adapTIve AlerT Environment to avoid alert fatigue by managing alerts generated by one or more AGS. We have identified and categories the lifecycle of different alerts and have developed alert management logic as per the alerts' lifecycle. Our framework incorporates an ontology that represents the alert management strategy and an alert management engine that executes this strategy. Our alert management framework offers the following features: (1) Adaptability based on users' feedback; (2) Personalization and aggregation of messages; and (3) Connection to Electronic Medical Records by implementing a HL7 Clinical Document Architecture parser.

Idioma originalEnglish
Título de la publicación alojadaMEDINFO 2015
Subtítulo de la publicación alojadaeHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics
EditoresAndrew Georgiou, Indra Neil Sarkar, Paulo Mazzoncini de Azevedo Marques
EditorialIOS Press
Páginas285-289
Número de páginas5
ISBN (versión digital)9781614995630
DOI
EstadoPublished - 2015
Evento15th World Congress on Health and Biomedical Informatics, MEDINFO 2015 - Sao Paulo, Brazil
Duración: ago. 19 2015ago. 23 2015

Serie de la publicación

NombreStudies in Health Technology and Informatics
Volumen216
ISSN (versión impresa)0926-9630
ISSN (versión digital)1879-8365

Conference

Conference15th World Congress on Health and Biomedical Informatics, MEDINFO 2015
País/TerritorioBrazil
CiudadSao Paulo
Período8/19/158/23/15

Nota bibliográfica

Publisher Copyright:
© 2015 IMIA and IOS Press.

ASJC Scopus Subject Areas

  • Biomedical Engineering
  • Health Informatics
  • Health Information Management

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