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Learning to self-manage by intelligent monitoring, prediction and intervention.

Wiratunga, Nirmalie; Corsar, David; Martin, Kyle; Wijekoon, Anjana; Elyan, Eyad; Cooper, Kay; Ibrahim, Zina; Celiktutan, Oya; Dobson, Richard J.; McKenna, Stephen; Morris, Jacqui; Waller, Annalu; Abd-Alhammed, Raed; Qahwaji, Rami; Chaudhuri, Ray

Authors

David Corsar

Kyle Martin

Anjana Wijekoon

Zina Ibrahim

Oya Celiktutan

Richard J. Dobson

Stephen McKenna

Jacqui Morris

Annalu Waller

Raed Abd-Alhammed

Rami Qahwaji

Ray Chaudhuri



Abstract

Despite the growing prevalence of multimorbidities, current digital self-management approaches still prioritise single conditions. The future of out-of-hospital care requires researchers to expand their horizons; integrated assistive technologies should enable people to live their life well regardless of their chronic conditions. Yet, many of the current digital self-management technologies are not equipped to handle this problem. In this position paper, we suggest the solution for these issues is a model-aware and data-agnostic platform formed on the basis of a tailored self-management plan and three integral concepts - Monitoring (M) multiple information sources to empower Predictions (P) and trigger intelligent Interventions (I). Here we present our ideas for the formation of such a platform, and its potential impact on quality of life for sufferers of chronic conditions.

Citation

WIRATUNGA, N., CORSAR, D., MARTIN, K., WIJEKOON, A., ELYAN, E., COOPER, K., IBRAHIM, Z., CELIKTUTAN, O., DOBSON, R.J., MCKENNA, S., MORRIS, J., WALLER, A., ABD-ALHAMMED, R., QAHWAJI, R. and CHAUDHURI, R. 2019. Learning to self-manage by intelligent monitoring, prediction and intervention. In Wiratunga, N., Coenen, F. and Sani, S. (eds.) Proceedings of the 4th International workshop on knowledge discovery in healthcare data (KDH 2019), co-located with the 28th International joint conference on artificial intelligence (IJCAI-19), 10-11 August 2019, Macao, China. CEUR workshop proceedings, 2429. Aachen: CEUR Workshop Proceedings [online], pages 60-67. Available from: http://ceur-ws.org/Vol-2429/paper10.pdf

Conference Name 4th International workshop on knowledge discovery in healthcare data (KDH 2019)
Start Date Aug 10, 2019
End Date Aug 11, 2019
Acceptance Date Jun 17, 2019
Online Publication Date Aug 21, 2019
Publication Date Aug 21, 2019
Deposit Date Jul 2, 2019
Publicly Available Date Jul 9, 2019
Publisher CEUR Workshop Proceedings
Pages 60-67
Series Title CEUR workshop proceedings
Series Number 2429
Series ISSN 1613-0073
Keywords Patient self-care; Patient self-management; Digital self-management; Chronic conditions
Public URL https://rgu-repository.worktribe.com/output/318067
Publisher URL http://ceur-ws.org/Vol-2429/

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