{"id":"https://openalex.org/W2909371889","doi":"https://doi.org/10.1145/3290688.3290742","title":"Systems Design Framework for a Practice-Based Evidence Approached Clinical Decision Support Systems","display_name":"Systems Design Framework for a Practice-Based Evidence Approached Clinical Decision Support Systems","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2909371889","doi":"https://doi.org/10.1145/3290688.3290742","mag":"2909371889"},"language":"en","primary_location":{"id":"doi:10.1145/3290688.3290742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290742","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074128437","display_name":"Hamzah Osop","orcid":"https://orcid.org/0000-0001-9247-8682"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hamzah Osop","raw_affiliation_strings":["School of Information Technologies, University of Sydney, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technologies, University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075591460","display_name":"Tony Sahama","orcid":"https://orcid.org/0000-0003-1234-4428"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tony Sahama","raw_affiliation_strings":["School of Health Information Science, University of Victoria, Canada, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Health Information Science, University of Victoria, Canada, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074128437"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00568862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.8910303115844727},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.7371956706047058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6104180812835693},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4890352189540863},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4820319414138794},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.478508859872818},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47412610054016113},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.459542453289032},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.4558888077735901},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.259313702583313},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19478270411491394}],"concepts":[{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.8910303115844727},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.7371956706047058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104180812835693},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4890352189540863},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4820319414138794},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.478508859872818},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47412610054016113},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.459542453289032},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.4558888077735901},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.259313702583313},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19478270411491394},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3290688.3290742","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3290688.3290742","pdf_url":null,"source":{"id":"https://openalex.org/S4306524001","display_name":"Proceedings of the Australasian Computer Science Week Multiconference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Australasian Computer Science Week Multiconference","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.qut.edu.au:123619","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Australasian Computer Science Week (ACSW'19)","raw_type":"Contribution to conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1527445565","https://openalex.org/W1922498403","https://openalex.org/W1963406418","https://openalex.org/W1988808297","https://openalex.org/W2021184893","https://openalex.org/W2085222634","https://openalex.org/W2088270917","https://openalex.org/W2097284135","https://openalex.org/W2097855313","https://openalex.org/W2100063939","https://openalex.org/W2103120311","https://openalex.org/W2114831632","https://openalex.org/W2149057497","https://openalex.org/W2150055230","https://openalex.org/W2158842434","https://openalex.org/W2158939484","https://openalex.org/W2248989857","https://openalex.org/W2282524067","https://openalex.org/W2307793516","https://openalex.org/W2319768862","https://openalex.org/W2360467051","https://openalex.org/W2499603116","https://openalex.org/W2525732671","https://openalex.org/W2560280054","https://openalex.org/W2600821145","https://openalex.org/W2614083666","https://openalex.org/W2884178187","https://openalex.org/W2888668484","https://openalex.org/W6675593440"],"related_works":["https://openalex.org/W2112831187","https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W2791725133","https://openalex.org/W2550748525","https://openalex.org/W4232131108","https://openalex.org/W2307503804","https://openalex.org/W2059788079","https://openalex.org/W1989169112","https://openalex.org/W2998089545"],"abstract_inverted_index":{"The":[0],"widespread":[1],"adoption":[2],"of":[3,22,35,67,80,88,130,135,166,179],"Information":[4],"and":[5,40,72,86,114,139,159,188],"Communication":[6],"Technologies":[7],"(ICT)":[8],"in":[9,19,31,54,69,127],"the":[10,17,20,32,78,128],"healthcare":[11,56],"industries":[12],"have":[13],"given":[14],"rise":[15],"to":[16,90,98,142],"increase":[18],"generation":[21],"valuable":[23],"Electronic":[24],"Health":[25],"Records":[26],"(EHRs).":[27],"This":[28],"brings":[29],"potential":[30],"secondary":[33],"uses":[34],"EHRs":[36,131],"for":[37,146,171],"research,":[38],"analysis":[39],"decision":[41,99,144,172],"making":[42,100,145],"support.":[43,73],"Clinical":[44],"Decision":[45],"Support":[46],"System":[47],"(CDSS)":[48],"has":[49],"become":[50],"an":[51],"integral":[52],"tool":[53,161],"assisting":[55],"professionals,":[57],"make":[58],"well-informed":[59],"decisions.":[60],"However,":[61],"CDSSs":[62],"are":[63,137],"plagued":[64],"with":[65],"issues":[66],"effectiveness":[68,87],"delivering":[70],"recommendations":[71],"With":[74],"ongoing":[75],"concerns":[76],"regarding":[77],"limitations":[79],"evidence":[81,95,126,170],"generated":[82],"from":[83],"systematic":[84],"studies":[85],"CDSS":[89,121,182],"offer":[91],"recommendations,":[92],"a":[93,108,116,120,177],"Practice-based":[94],"(PBE)":[96],"approach":[97,153],"is":[101],"proposed.":[102],"In":[103],"this":[104],"study,":[105],"we":[106],"present":[107,176],"system":[109],"design":[110,122,152],"framework":[111],"that":[112,162,183],"models":[113],"implements":[115],"PBE-approached":[117,181],"CDSS.":[118],"Such":[119],"leverages":[123],"on":[124],"practical":[125],"form":[129],"where":[132],"health":[133,167],"records":[134,168],"patients":[136],"inferred":[138],"potentially":[140],"used":[141],"support":[143,173],"other":[147],"similar":[148],"patient":[149],"types.":[150],"Our":[151],"includes":[154],"identifying":[155],"suitable":[156],"data":[157],"sources":[158,165],"integration":[160],"packages":[163],"various":[164],"as":[169],"systems.":[174],"We":[175],"prototype":[178],"our":[180],"provides":[184],"patient-centric":[185],"statistical":[186],"information":[187],"prediction":[189],"modelling.":[190]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
