{"id":{"repo_id":"uiuc","oai_identifier":"oai:www.ideals.illinois.edu:2142/110869"},"canonical_url":"https://search.dev.ndltd.org/etd/uiuc/oai:www.ideals.illinois.edu:2142/110869","repository":{"repo_id":"uiuc","name":"University of Illinois - Urbana-Champaign","base_url":"https://www.ideals.illinois.edu/oai-pmh"},"display":{"title":"Modern lightweight approach for design and implementation of workflow-based clinical guidance system","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.","abstract_html":"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.","abstract_has_math":false,"creators":["Chen, Luting"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"M.S.","degree_level":"Thesis","degree_discipline":"Computer Science","degree_department":null,"school":null,"contributors":["Sha, Lui"],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2021,"date_issued":"2021-09-17T04:06:56Z","date_published":"2021-09-17T04:06:56Z","updated_at":"2026-07-22T22:24:52Z","subjects":["clinical decision support system","clinical guidance system","knowledge-based CDSS","guideline-based CDSS","CDSS","PACLS","ACLS"],"languages":["en"],"rights":["Copyright 2021 Luting Chen"],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/2142/110869","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Sha, Lui"]},{"key":"dc:creator","label":"Author","values":["Chen, Luting"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2021-09-17T04:06:56Z","2023-09-17T04:07:01Z","2021-04-28","2021-05"]},{"key":"dc:type","label":"Dc Type","values":["text","Thesis"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Computer Science"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Thesis"]},{"key":"thesis:degree_name","label":"Degree Name","values":["M.S."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["clinical decision support system","clinical guidance system","knowledge-based CDSS","guideline-based CDSS","CDSS","PACLS","ACLS"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["Copyright 2021 Luting Chen"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/110869"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["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.","Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2023-05-01","The student, Luting Chen, accepted the attached license on 2021-04-27 at 13:20.","The student, Luting Chen, submitted this Thesis for approval on 2021-04-27 at 13:49.","This Thesis was approved for publication on 2021-04-28 at 11:42.","DSpace SAF Submission Ingestion Package generated from Vireo submission #16587 on 2021-09-16 at 20:14:39","Made available in DSpace on 2021-09-17T04:06:56Z (GMT). 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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.","Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2023-05-01","The student, Luting Chen, accepted the attached license on 2021-04-27 at 13:20.","The student, Luting Chen, submitted this Thesis for approval on 2021-04-27 at 13:49.","This Thesis was approved for publication on 2021-04-28 at 11:42.","DSpace SAF Submission Ingestion Package generated from Vireo submission #16587 on 2021-09-16 at 20:14:39","Made available in DSpace on 2021-09-17T04:06:56Z (GMT). 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