{"id":"https://openalex.org/W3004819270","doi":"https://doi.org/10.1109/isse46696.2019.8984573","title":"Role of Artificial Intelligence, Clinicians &amp; Policymakers in Clinical Decision Making: A Systems Viewpoint","display_name":"Role of Artificial Intelligence, Clinicians &amp; Policymakers in Clinical Decision Making: A Systems Viewpoint","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W3004819270","doi":"https://doi.org/10.1109/isse46696.2019.8984573","mag":"3004819270"},"language":"en","primary_location":{"id":"doi:10.1109/isse46696.2019.8984573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isse46696.2019.8984573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Symposium on Systems Engineering (ISSE)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2112.01226","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002116815","display_name":"Avishek Choudhury","orcid":"https://orcid.org/0000-0002-5342-0709"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Avishek Choudhury","raw_affiliation_strings":["Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035132179","display_name":"Onur Asan","orcid":"https://orcid.org/0000-0002-9239-3723"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Onur Asan","raw_affiliation_strings":["Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007216492","display_name":"Mo Mansouri","orcid":"https://orcid.org/0000-0003-4517-7830"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mo Mansouri","raw_affiliation_strings":["Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA"],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology,School of Systems and Enterprises,Hoboken,USA","institution_ids":["https://openalex.org/I108468826"]},{"raw_affiliation_string":"School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, USA","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002116815"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":0.4572,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7847769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13690","display_name":"Quality and Safety in Healthcare","score":0.9510999917984009,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"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/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.92330002784729,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.9315568804740906},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6094796657562256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5696326494216919},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5491766929626465},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.5044158697128296},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4923058748245239},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4785633385181427},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4494193196296692},{"id":"https://openalex.org/keywords/assemblage","display_name":"Assemblage (archaeology)","score":0.42862993478775024},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4177058935165405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41411909461021423},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40005722641944885},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3592052161693573},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.34475165605545044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16381901502609253},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1631220281124115},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09854957461357117}],"concepts":[{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.9315568804740906},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6094796657562256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5696326494216919},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5491766929626465},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.5044158697128296},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4923058748245239},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4785633385181427},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4494193196296692},{"id":"https://openalex.org/C2777798969","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Assemblage (archaeology)","level":2,"score":0.42862993478775024},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4177058935165405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41411909461021423},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40005722641944885},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3592052161693573},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.34475165605545044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16381901502609253},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1631220281124115},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09854957461357117},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isse46696.2019.8984573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isse46696.2019.8984573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Symposium on Systems Engineering (ISSE)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2112.01226","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.01226","pdf_url":"https://arxiv.org/pdf/2112.01226","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2112.01226","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.01226","pdf_url":"https://arxiv.org/pdf/2112.01226","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1592988455","https://openalex.org/W1996796871","https://openalex.org/W2074644050","https://openalex.org/W2078271269","https://openalex.org/W2106671991","https://openalex.org/W2154107661","https://openalex.org/W2168490582","https://openalex.org/W2168542184","https://openalex.org/W2402851326","https://openalex.org/W2548421507","https://openalex.org/W2789970635","https://openalex.org/W2895083984","https://openalex.org/W2896853655","https://openalex.org/W2903539474","https://openalex.org/W2905988063","https://openalex.org/W2906559649","https://openalex.org/W2910707576","https://openalex.org/W2912409952","https://openalex.org/W2915444077","https://openalex.org/W2952964393","https://openalex.org/W2969328254","https://openalex.org/W3098623476","https://openalex.org/W3101472974","https://openalex.org/W3105655461","https://openalex.org/W3118256979","https://openalex.org/W6757786344","https://openalex.org/W6788149330"],"related_works":["https://openalex.org/W4322754388","https://openalex.org/W4321507126","https://openalex.org/W4283795299","https://openalex.org/W4210706119","https://openalex.org/W2960064016","https://openalex.org/W2192000692","https://openalex.org/W2912612510","https://openalex.org/W2160086877","https://openalex.org/W2369858872","https://openalex.org/W2503909550"],"abstract_inverted_index":{"\"What":[0],"is":[1,10,22,82],"a":[2,32,53],"system?\"":[3],"Is":[4],"one":[5],"of":[6,25,52,66,120,133],"those":[7],"questions":[8],"that":[9,49,67],"yet":[11],"not":[12,88],"clear":[13],"to":[14],"most":[15],"individuals":[16],"in":[17,60,79],"this":[18,80,126],"world.":[19],"A":[20,73],"system":[21,55,68,76],"an":[23,38],"assemblage":[24],"interacting,":[26],"interrelated":[27,57],"and":[28,34,40,58,63,84,106,118,138,140],"interdependent":[29,59],"components":[30,51,114],"forming":[31],"complex":[33,54],"integrated":[35],"whole":[36],"with":[37],"unambiguous":[39],"common":[41],"goal.":[42],"This":[43,86],"paper":[44],"emphasizes":[45],"on":[46,70,130,148],"the":[47,64,96,116,121,131],"fact":[48],"all":[50,112],"are":[56],"some":[61],"way":[62],"behavior":[65,117],"depends":[69],"these":[71,113],"interdependencies.":[72],"health":[74],"care":[75,136],"as":[77,100],"portrayed":[78],"article":[81],"widespread":[83],"complex.":[85],"encompasses":[87],"only":[89],"\"hospitals\"":[90],"but":[91],"also":[92],"governing":[93],"bodies":[94],"like":[95],"FDA,":[97],"technologies":[98],"such":[99],"AI,":[101],"biomedical":[102],"devices,":[103],"Cloud":[104],"computing":[105],"many":[107],"more.":[108],"The":[109],"interactions":[110],"between":[111],"govern":[115],"existence":[119],"overall":[122],"healthcare":[123],"system.":[124],"In":[125],"paper,":[127],"we":[128],"focus":[129],"interaction":[132],"artificial":[134],"intelligence,":[135],"providers":[137],"policymakers":[139],"analyze":[141],"using":[142],"systems":[143],"thinking":[144],"approach,":[145],"their":[146],"impact":[147],"clinical":[149],"decision":[150],"making.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-02-14T00:00:00"}
