Title: Adaptive dissemination for mobile electronic health record applications with proactive situational awareness
Authors: Preuveneers, Davy
Naqvi, Syeda Nayyab Zia
Ramakrishnan, Arun
Berbers, Yolande
Joosen, Wouter
Issue Date: 8-Jan-2016
Publisher: CPS: IEEE Computer Society Conference Publishing Services
Host Document: HICSS 49 vol:49 issue:2016 pages:3229-3238
Conference: Hawaii International Conference on System Sciences edition:49th location:Kauai, Hawaii date:5 - 8 January 2016
Abstract: Bring Your Own Device (BYOD) has been an emerging trend in the
enterprise, including the healthcare domain. However, efficient and personalized
content delivery for data intensive applications remains a technical
challenge. In this work, we explore a mobile electronic health record (EHR)
web application for general practitioners (GPs) on the road for patient
visits. Keeping all the health records up to date on a tablet is impossible
due to resource constraints of the device, and dynamic planning of home
visits. We therefore investigate how to deliver the right information at the
right time under variable connectivity and limited resource availability. We
present a flexible framework that capitalizes on situational awareness for
proactive and adaptive content delivery to mobile applications. It leverages
distributed probabilistic models and dynamic decision networks to improve the
overall user experience with better on-device resource utilization. The added
value is that it lifts the burden from the GP to customize and personalize
the application by learning data consumption patterns in different contexts.
Compared to baseline scenarios for this particular use case, our framework
shows an improvement in the precision and recall with an acceptable runtime
overhead for memory and CPU.
ISSN: 1530-1605
Publication status: published
KU Leuven publication type: IC
Appears in Collections:Informatics Section

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