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

Résultat de recherche: Conference contribution

5 Citations (Scopus)

Résumé

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.

Langue d'origine	English
Titre de la publication principale	MEDINFO 2015
Sous-titre de la publication principale	eHealth-Enabled Health - Proceedings of the 15th World Congress on Health and Biomedical Informatics
Éditeurs	Andrew Georgiou, Indra Neil Sarkar, Paulo Mazzoncini de Azevedo Marques
Maison d'édition	IOS Press
Pages	285-289
Nombre de pages	5
ISBN (électronique)	9781614995630
DOI	https://doi.org/10.3233/978-1-61499-564-7-285
Statut de publication	Published - 2015
Événement	15th World Congress on Health and Biomedical Informatics, MEDINFO 2015 - Sao Paulo, Brazil Durée: août 19 2015 → août 23 2015

Séries de publication

Prénom	Studies in Health Technology and Informatics
Volume	216
ISSN (imprimé)	0926-9630
ISSN (électronique)	1879-8365

Conference

Conference	15th World Congress on Health and Biomedical Informatics, MEDINFO 2015
Pays/Territoire	Brazil
Ville	Sao Paulo
Période	8/19/15 → 8/23/15

Note bibliographique

Publisher Copyright:
© 2015 IMIA and IOS Press.

ASJC Scopus Subject Areas

Biomedical Engineering
Health Informatics
Health Information Management

Accès au document

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

Autres fichiers et liens

Citer

Jafarpour, B., Abidi, S. R., Ahmad, A. M., & Abidi, S. S. R. (2015). INITIATE: An Intelligent Adaptive Alert Environment. Dans A. Georgiou, I. N. Sarkar, & P. M. de Azevedo Marques (Éds.), 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. éd. / Andrew Georgiou; Indra Neil Sarkar; Paulo Mazzoncini de Azevedo Marques. IOS Press, 2015. p. 285-289 (Studies in Health Technology and Informatics; Vol. 216).

Résultat de recherche: Conference contribution

Jafarpour, B, Abidi, SR, Ahmad, AM & Abidi, SSR 2015, INITIATE: An Intelligent Adaptive Alert Environment. dans A Georgiou, IN Sarkar & PM de Azevedo Marques (éds), 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. Dans Georgiou A, Sarkar IN, de Azevedo Marques PM, éditeurs, 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. éditeur / 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

Résumé

Séries de publication

Conference

Note bibliographique

ASJC Scopus Subject Areas

Accès au document

Autres fichiers et liens

Empreinte numérique

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