Abstract
Purpose – An arterial blood gas (ABG) interpretation remains indispensable tool to assess and monitor critically ill patients in the intensive care unit or other critical care settings. This paper proposes a mobile‐based interpreter for ABG tests with the aim of providing accurate diagnosis in face of multiple acid‐base and oxygenation disorders. The paper aims to discuss these issues.Design/methodology/approach – A rule‐based expert system is designed and implemented using interpretation knowledge gathered from specialist physicians and peer‐reviewed medical literature. The gathered knowledge of ABG tests are organized into premise‐explanation pairs to deliver reliable evaluation with the appropriate differential in a timely manner.Findings – Performance of the developed interpreter prototype was assessed using a dataset of 74 ABG tests gathered from medical literature and clinical practice. The obtained results demonstrated that the identified acid‐base and oxygenation disorders and their differential d...
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