{"id":"https://openalex.org/W2005135725","doi":"https://doi.org/10.4018/jhisi.2007010104","title":"Designing Clinical Decision Support Systems in Health Care","display_name":"Designing Clinical Decision Support Systems in Health Care","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2005135725","doi":"https://doi.org/10.4018/jhisi.2007010104","mag":"2005135725"},"language":"en","primary_location":{"id":"doi:10.4018/jhisi.2007010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2007010104","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-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/A5011210908","display_name":"Wullianallur Raghupathi","orcid":"https://orcid.org/0000-0001-9927-5343"},"institutions":[{"id":"https://openalex.org/I164389053","display_name":"Fordham University","ror":"https://ror.org/03qnxaf80","country_code":"US","type":"education","lineage":["https://openalex.org/I164389053"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wullianallur Raghupathi","raw_affiliation_strings":["Fordham University, USA","Fordham University,USA,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fordham University, USA","institution_ids":["https://openalex.org/I164389053"]},{"raw_affiliation_string":"Fordham University,USA,","institution_ids":["https://openalex.org/I164389053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011210908"],"corresponding_institution_ids":["https://openalex.org/I164389053"],"apc_list":null,"apc_paid":null,"fwci":2.9603,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93003565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2","issue":"1","first_page":"44","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.8935999870300293,"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":0.8935999870300293,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8927000164985657,"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"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.8709999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7150343656539917},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6722110509872437},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.6306418180465698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6002693772315979},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5840721726417542},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5047777891159058},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4743710160255432},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4742664098739624},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.37979501485824585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34679335355758667},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32247912883758545},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19945064187049866},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12593412399291992},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10581246018409729}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7150343656539917},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6722110509872437},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.6306418180465698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6002693772315979},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5840721726417542},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5047777891159058},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4743710160255432},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4742664098739624},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37979501485824585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34679335355758667},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32247912883758545},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19945064187049866},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12593412399291992},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10581246018409729},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jhisi.2007010104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jhisi.2007010104","pdf_url":null,"source":{"id":"https://openalex.org/S139009114","display_name":"International Journal of Healthcare Information Systems and Informatics","issn_l":"1555-3396","issn":["1555-3396","1555-340X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Healthcare Information Systems and Informatics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jhisi0:v:2:y:2007:i:1:p:44-53","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jhisi.2007010104","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W2533987749","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108"],"abstract_inverted_index":{"Clinical":[0,102],"decision":[1,75,125],"support":[2,76,126],"systems":[3,14,28,41],"have":[4,20,52],"historically":[5],"focused":[6],"on":[7],"formal":[8],"clinical":[9,50,61,74,85,88,124,135],"reasoning.":[10],"Most":[11],"of":[12,48,65,116,123],"the":[13,44,49,81,99,114],"are":[15,132],"rule-based":[16,130],"and":[17,58,87,90,121],"very":[18],"few":[19],"become":[21],"fully":[22],"functional":[23],"prototypes":[24],"or":[25],"commercially":[26],"viable":[27],"that":[29,92],"can":[30],"be":[31,96],"deployed":[32],"in":[33,54,98],"real":[34],"situations.":[35],"The":[36,60],"attempts":[37],"to":[38],"build":[39],"large-scale":[40],"without":[42],"examining":[43],"intrinsic":[45],"systemic":[46,82],"nature":[47],"process":[51],"resulted":[53],"limited":[55],"operational":[56],"success":[57],"acceptance.":[59],"function,":[62],"another":[63],"area":[64],"medical":[66],"activity,":[67],"has":[68],"emerged":[69],"rapidly":[70],"offering":[71],"potential":[72],"for":[73,134],"systems.":[77],"This":[78],"article":[79],"discusses":[80],"differences":[83],"between":[84],"reasoning":[86,103],"function":[89,136],"suggests":[91],"different":[93],"design":[94],"methodologies":[95],"used":[97],"two":[100],"domains.":[101],"requires":[104],"a":[105],"holistic":[106],"approach,":[107],"such":[108],"as":[109],"an":[110],"intelligent":[111],"multiagent,":[112],"incorporating":[113],"properties":[115],"softness,":[117],"openness,":[118],"complexity,":[119],"flexibility,":[120],"generality":[122],"systems,":[127],"while":[128],"traditional":[129],"approaches":[131],"sufficient":[133],"applications.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
