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Title:Modern lightweight approach for design and implementation of workflow-based clinical guidance system
Author(s):Chen, Luting
Advisor(s):Sha, Lui
Department / Program:Computer Science
Discipline:Computer Science
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:M.S.
Genre:Thesis
Subject(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.
Issue Date:2021-04-28
Type:Thesis
URI:http://hdl.handle.net/2142/110869
Rights Information:Copyright 2021 Luting Chen
Date Available in IDEALS:2021-09-17
Date Deposited:2021-05


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