Modern lightweight approach for design and implementation of workflow-based clinical guidance system
Chen, Luting
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https://hdl.handle.net/2142/110869
Description
Title
Modern lightweight approach for design and implementation of workflow-based clinical guidance system
Author(s)
Chen, Luting
Issue Date
2021-04-28
Director of Research (if dissertation) or Advisor (if thesis)
Sha, Lui
Department of Study
Computer Science
Discipline
Computer Science
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
M.S.
Degree Level
Thesis
Keyword(s)
clinical decision support system
clinical guidance system
knowledge-based CDSS
guideline-based CDSS
CDSS
PACLS
ACLS
Abstract
Preventable medical error is the third leading cause of death in the US, taking just over 22,000 lives a year. To minimize preventable medical errors, healthcare practitioners have adopted the use of clinical decision support systems (CDSS) into their workflow in the past decades. However, there are still many existing challenges for developing a successful CDSS. We propose an XState-React-Redux framework for the design and development of clinical guidance systems. We believe that the proposed framework provides an approach for building lightweight, safety-prone, physician-friendly, configurable, extendable, and portable clinical guidance systems that could effectively improve adherence to clinical best practice and ensure the translation of clinical guidelines to high-quality clinical practice.
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