Towards a test and validation framework for closed-loop physiology management systems for critical and perioperative care

作者: Farooq Gessa , Philip Asare , Aaron Bray , Rachel Clipp , S. Mark Poler

DOI: 10.1145/3357495.3357499

关键词:

摘要: Many of medical devices come equipped with a communication interface. Over the years, there has been interest in leveraging these interfaces to add computers loop aid decision making and automatic application interventions. Such systems, which we call Closed-Loop Assistants (CLAs), are intended help clinicians manage cognitive load that can arise as complexity patient management increases. We present an open-source framework for examining CLA-patient interactions through software simulations CLA in-silico patients enable early testing validation proposed physiology strategies. show how this be used test different strategies across small population. Considering population is important because inter-patient variability one critical factors hamper ability cyber-physical system like meet its goals. The explore design process therefore helps us increasing robustness system.

参考文章(26)
Rahul Mangharam, Zhihao Jiang, Sriram Radhakrishnan, Varun Sampath, Shilpa Sarode, Heart-on-a-Chip: A Closed-loop Testing Platform for Implantable Pacemakers ,(2014)
M. Janda, O. Simanski, J. Bajorat, B. Pohl, G. F. E. Noeldge-Schomburg, R. Hofmockel, Clinical evaluation of a simultaneous closed‐loop anaesthesia control system for depth of anaesthesia and neuromuscular blockade* Anaesthesia. ,vol. 66, pp. 1112- 1120 ,(2011) , 10.1111/J.1365-2044.2011.06875.X
Stephen D. Patek, E. Andy Ortiz, Leon S. Farhy, Jennifer Mason Lobo, James Isbell, Jennifer L. Kirby, Anthony McCall, Population-specific models of glycemic control in intensive care: Towards a simulation-based methodology for protocol optimization advances in computing and communications. ,vol. 2015, pp. 5084- 5090 ,(2015) , 10.1109/ACC.2015.7172132
Lalo Magni, Davide M Raimondo, Chiara Dalla Man, Marc Breton, Stephen Patek, Giuseppe De Nicolao, Claudio Cobelli, Boris P Kovatchev, None, Evaluating the efficacy of closed-loop glucose regulation via control-variability grid analysis. Journal of diabetes science and technology. ,vol. 2, pp. 630- 635 ,(2008) , 10.1177/193229680800200414
Zhihao Jiang, A Connolly, R Mangharam, Using the Virtual Heart Model to validate the mode-switch pacemaker operation international conference of the ieee engineering in medicine and biology society. ,vol. 2010, pp. 6690- 6693 ,(2010) , 10.1109/IEMBS.2010.5626262
Miroslav Pajic, Rahul Mangharam, Oleg Sokolsky, David Arney, Julian Goldman, Insup Lee, Model-Driven Safety Analysis of Closed-Loop Medical Systems IEEE Transactions on Industrial Informatics. ,vol. 10, pp. 3- 16 ,(2014) , 10.1109/TII.2012.2226594
Zhihao Jiang, Rahul Mangharam, None, Modeling cardiac pacemaker malfunctions with the Virtual Heart Model international conference of the ieee engineering in medicine and biology society. ,vol. 2011, pp. 263- 266 ,(2011) , 10.1109/IEMBS.2011.6090051
Miroslav Pajic, Zhihao Jiang, Insup Lee, Oleg Sokolsky, Rahul Mangharam, From Verification to Implementation: A Model Translation Tool and a Pacemaker Case Study real time technology and applications symposium. pp. 173- 184 ,(2012) , 10.1109/RTAS.2012.25
Italo Armenti, Philip Asare, Juliana Su, John Lach, A methodology for developing quality of information metrics for body sensor design Proceedings of the conference on Wireless Health - WH '12. pp. 2- ,(2012) , 10.1145/2448096.2448098