Skip to main content

Research Repository

Advanced Search

Towards simulation of patient data for evaluation of E-health platform and services.

Lo, Owen; Fan, Lu; Buchanan, William J; Thuemmler, Christoph; Lawson, Alistair

Authors

Lu Fan

Christoph Thuemmler



Abstract

This paper presents the design and implementation of the Patient Simulator, a software application used for the simulation of patient data. The simulator aims to evaluate e- Health platforms and services in regards to efficiency, reliability, security and scalability without the need to use real patient data. Using discrete event based simulation in conjunction with random normal distribution techniques, preliminary prototyping of the Patient Simulator shows that it is capable of generating five vital physiological signs including heart rate, blood pressure, body temperature, oxygen levels and respiration rate. Offline performance evaluation of the software shows that it is capable of simulating up to 10,000 patients with average CPU utilisation of 57.53% and memory usage of 159.30 MB. Future work aims to validate the accuracy of data simulated along with integrating the simulator with existing e-Health technologies to evaluate the capabilities of this software in an online environment.

Presentation Conference Type Conference Paper (unpublished)
Conference Name 13th Annual Post Graduate Symposium on the Convergence of Telecommunications, Networking and Broadcasting
Start Date Jun 25, 2012
End Date Jun 26, 2012
Publication Date 2012
Deposit Date Jun 29, 2012
Publicly Available Date Dec 31, 2012
Peer Reviewed Not Peer Reviewed
Keywords Patient Simulation; e-Health Evaluation; Patient
Modelling; Discrete Event Simulation; Normal Distribution; Vital Physiological Sign Simulation;
Public URL http://researchrepository.napier.ac.uk/id/eprint/5522
Contract Date Jun 29, 2012

Files









You might also like



Downloadable Citations