Title :
Towards a cyber-medical model for device configuration safety in acute care
Author :
Rahmaniheris, Maryam ; Lui Sha ; Berlin, Richard B. ; Goldman, Julian M.
Author_Institution :
Dept. of Comput. Sci., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Abstract :
The safety and efficacy of acute patient care depends on continuously proper use of medical monitoring and therapeutic devices. The device configuration safety depends on the rapidly changing patient condition. Therefore, the constraints to be enforced must be adapted dynamically. In this paper, we model the patient condition as communicating organ state machines, and the change of patient condition is modeled as the transition between organ states. The states are represented based on a pathophysiological model, which captures the changes in organ states as a results of one or more diseases. Applying the proposed patient state representation, we have a different set of device configuration requirements for each state. We introduce a new process for runtime validation of monitoring/ therapeutic configuration safety requirements using the proposed communicating organ state machines. We illustrate the usefulness of the proposed approach using a cardiac arrest scenario.
Keywords :
biomedical equipment; cardiovascular system; diseases; patient care; patient monitoring; acute patient care; cardiac arrest approach; cyber-medical model; device configuration safety; diseases; medical monitoring; monitoring-therapeutic configuration safety; organ state machines; pathophysiological model; patient condition; patient state representation; therapeutic devices; Biomedical monitoring; Blood; Blood pressure; Cardiac arrest; Monitoring; Safety;
Conference_Titel :
Healthcare Innovation Conference (HIC), 2014 IEEE
Conference_Location :
Seattle, WA
DOI :
10.1109/HIC.2014.7038889