INITIATE: An Intelligent Adaptive Alert Environment

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

doi:10.3233/978-1-61499-564-7-285

INITIATE: An Intelligent Adaptive Alert Environment

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

Medicine

Medicine

Producción científica: Capítulo en Libro/Reporte/Acta de conferencia › Contribución 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 original	English
Título de la publicación alojada	MEDINFO 2015
Subtítulo de la publicación alojada	eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics
Editores	Andrew Georgiou, Indra Neil Sarkar, Paulo Mazzoncini de Azevedo Marques
Editorial	IOS Press
Páginas	285-289
Número de páginas	5
ISBN (versión digital)	9781614995630
DOI	https://doi.org/10.3233/978-1-61499-564-7-285
Estado	Published - 2015
Evento	15th World Congress on Health and Biomedical Informatics, MEDINFO 2015 - Sao Paulo, Brazil Duración: ago. 19 2015 → ago. 23 2015

Serie de la publicación

Nombre	Studies in Health Technology and Informatics
Volumen	216
ISSN (versión impresa)	0926-9630
ISSN (versión digital)	1879-8365

Conference

Conference	15th World Congress on Health and Biomedical Informatics, MEDINFO 2015
País/Territorio	Brazil
Ciudad	Sao Paulo
Período	8/19/15 → 8/23/15

Nota bibliográfica

Publisher Copyright:
© 2015 IMIA and IOS Press.

ASJC Scopus Subject Areas

Biomedical Engineering
Health Informatics
Health Information Management

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10.3233/978-1-61499-564-7-285

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Jafarpour, B., Abidi, S. R., Ahmad, A. M., & Abidi, S. S. R. (2015). INITIATE: An Intelligent Adaptive Alert Environment. En A. Georgiou, I. N. Sarkar, & P. M. de Azevedo Marques (Eds.), MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics (pp. 285-289). (Studies in Health Technology and Informatics; Vol. 216). IOS Press. https://doi.org/10.3233/978-1-61499-564-7-285

INITIATE: An Intelligent Adaptive Alert Environment. / Jafarpour, Borna; Abidi, Samina Raza; Ahmad, Ahmad Marwan et al.
MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. ed. / Andrew Georgiou; Indra Neil Sarkar; Paulo Mazzoncini de Azevedo Marques. IOS Press, 2015. p. 285-289 (Studies in Health Technology and Informatics; Vol. 216).

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

Jafarpour, B, Abidi, SR, Ahmad, AM & Abidi, SSR 2015, INITIATE: An Intelligent Adaptive Alert Environment. En A Georgiou, IN Sarkar & PM de Azevedo Marques (eds.), MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. Studies in Health Technology and Informatics, vol. 216, IOS Press, pp. 285-289, 15th World Congress on Health and Biomedical Informatics, MEDINFO 2015, Sao Paulo, Brazil, 8/19/15. https://doi.org/10.3233/978-1-61499-564-7-285

Jafarpour B, Abidi SR, Ahmad AM, Abidi SSR. INITIATE: An Intelligent Adaptive Alert Environment. En Georgiou A, Sarkar IN, de Azevedo Marques PM, editores, MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. IOS Press. 2015. p. 285-289. (Studies in Health Technology and Informatics). doi: 10.3233/978-1-61499-564-7-285

Jafarpour, Borna ; Abidi, Samina Raza ; Ahmad, Ahmad Marwan et al. / INITIATE : An Intelligent Adaptive Alert Environment. MEDINFO 2015: eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics. editor / Andrew Georgiou ; Indra Neil Sarkar ; Paulo Mazzoncini de Azevedo Marques. IOS Press, 2015. pp. 285-289 (Studies in Health Technology and Informatics).

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INITIATE: An Intelligent Adaptive Alert Environment

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