Implementing an Automated Ventilation Guideline Using the Semantic Wiki KnowWE

In this paper, we report on the experiences made during the implementation of a therapeutic process, i.e. a guideline, for automated mechanical ventilation of patients in intensive care units. The semantic wiki KnowWE was used as a collaborative development platform for domain specialists, knowledge and software engineers, and reviewers. We applied the graphical guideline language DiaFlux to represent medical expertise about mechanical ventilation in a flowchart-oriented manner. Finally, the computerized guideline was embedded seamlessly into a mechanical ventilator for autonomous execution.

[1]  Frank Puppe,et al.  Diaflux: A Graphical Language for Computer-Interpretable Guidelines , 2011, KR4HC.

[2]  Derek A. Linkens,et al.  Rule-base derivation for intensive care ventilator control using ANFIS , 2003, Artif. Intell. Medicine.

[3]  Silvia Miksch,et al.  Knowledge Representation for Health Care , 2014, Lecture Notes in Computer Science.

[4]  Peter J. F. Lucas Computer-based Medical Guidelines and Protocols: A Primer and Current Trends , 2008 .

[5]  Frank Puppe,et al.  Engineering intelligent systems on the knowledge formalization continuum , 2011, Int. J. Appl. Math. Comput. Sci..

[6]  Inéz Frerichs,et al.  Automatic control of pressure support for ventilator weaning in surgical intensive care patients. , 2012, American journal of respiratory and critical care medicine.

[7]  C. Gross,et al.  Impact of randomized trial results on acute lung injury ventilator therapy in teaching hospitals. , 2003, American journal of respiratory and critical care medicine.

[8]  Robert L Chatburn,et al.  Respiratory controversies in the critical care setting. Should weaning protocols be used with all patients who receive mechanical ventilation? , 2007, Respiratory care.

[9]  Frank Puppe,et al.  Preprint: The final publication is available at springerlink.com KnowWE: A Semantic Wiki for Knowledge Engineering , 2022 .

[10]  Michel Dojat,et al.  SmartCareTM-Automated Clinical Guidelines in Critical Care , 2004, ECAI.

[11]  Frank Puppe,et al.  Modeling of Diagnostic Guideline Knowledge in Semantic Wikis , 2010, LWA.

[12]  Katharina Kaiser,et al.  Computer-interpretable Guideline Formalisms , 2008, Computer-based Medical Guidelines and Protocols.