{"id":"https://openalex.org/W3091903611","doi":"https://doi.org/10.23919/mipro48935.2020.9245283","title":"Clinical Decision Support Systems in Practice: Current Status and Challenges","display_name":"Clinical Decision Support Systems in Practice: Current Status and Challenges","publication_year":2020,"publication_date":"2020-09-28","ids":{"openalex":"https://openalex.org/W3091903611","doi":"https://doi.org/10.23919/mipro48935.2020.9245283","mag":"3091903611"},"language":"en","primary_location":{"id":"doi:10.23919/mipro48935.2020.9245283","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro48935.2020.9245283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO)","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/A5038428045","display_name":"Alan Jovi\u0107","orcid":"https://orcid.org/0000-0003-3821-8091"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"A. Jovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085268691","display_name":"Igor Stan\u010din","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"I. Stancin","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014167860","display_name":"Kre\u0161imir Friganovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"K. Friganovic","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003111594","display_name":"Mario Cifrek","orcid":"https://orcid.org/0000-0002-7554-0824"},"institutions":[{"id":"https://openalex.org/I181343428","display_name":"University of Zagreb","ror":"https://ror.org/00mv6sv71","country_code":"HR","type":"education","lineage":["https://openalex.org/I181343428"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"M. Cifrek","raw_affiliation_strings":["Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computing, University of Zagreb, Unska 3, Zagreb, Croatia","institution_ids":["https://openalex.org/I181343428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038428045"],"corresponding_institution_ids":["https://openalex.org/I181343428"],"apc_list":null,"apc_paid":null,"fwci":0.2651,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63683776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"355","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9994999766349792,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9962000250816345,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9894000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.7647666931152344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358294725418091},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6332802772521973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5203239917755127},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.49466511607170105},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4797424077987671},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4356456995010376},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43077653646469116},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4307461380958557},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.42260679602622986},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4121943712234497},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3662106990814209}],"concepts":[{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.7647666931152344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358294725418091},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6332802772521973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5203239917755127},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.49466511607170105},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4797424077987671},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4356456995010376},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43077653646469116},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4307461380958557},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.42260679602622986},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4121943712234497},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3662106990814209},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/mipro48935.2020.9245283","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mipro48935.2020.9245283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5099999904632568,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W29095235","https://openalex.org/W619172442","https://openalex.org/W1600257140","https://openalex.org/W2058671883","https://openalex.org/W2113312215","https://openalex.org/W2154275885","https://openalex.org/W2158842434","https://openalex.org/W2175268987","https://openalex.org/W2255847468","https://openalex.org/W2300687415","https://openalex.org/W2491185291","https://openalex.org/W2518582440","https://openalex.org/W2560722267","https://openalex.org/W2566613935","https://openalex.org/W2576404523","https://openalex.org/W2582821003","https://openalex.org/W2610332124","https://openalex.org/W2784499877","https://openalex.org/W2787427645","https://openalex.org/W2894917609","https://openalex.org/W2902644322","https://openalex.org/W2908201961","https://openalex.org/W2911529331","https://openalex.org/W2920679031","https://openalex.org/W2937793871","https://openalex.org/W2963993810","https://openalex.org/W2964696298","https://openalex.org/W2968870211","https://openalex.org/W2970297903","https://openalex.org/W2972198316","https://openalex.org/W2982580298","https://openalex.org/W3098949126","https://openalex.org/W4285719527","https://openalex.org/W6601218144","https://openalex.org/W6678067405","https://openalex.org/W6758356989"],"related_works":["https://openalex.org/W4245848028","https://openalex.org/W2743915337","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"],"abstract_inverted_index":{"Decision":[0],"support":[1,27],"systems":[2,28,101],"(DSS)":[3],"are":[4,30,45,59],"computer":[5],"programs":[6],"based":[7,61,128,142],"on":[8,62,129,163],"artificial":[9],"intelligence":[10],"methods":[11,91],"that":[12,33,102,178],"contribute":[13],"to":[14,71,83,105,158,173,181],"reaching":[15],"a":[16,94,115,124,151],"correct":[17],"decision":[18,26],"in":[19,40,92,108,120],"an":[20,85,160],"often-narrow":[21],"domain":[22],"of":[23,79,87,114,137,168],"interest.":[24],"Clinical":[25],"(CDSS)":[29],"such":[31],"DSSs":[32],"may":[34,146],"be":[35,106,147],"used":[36,46,148],"by":[37],"medical":[38,75],"professionals":[39],"clinics":[41],"and":[42,55,64,73,89,134,166,184,187],"hospitals.":[43],"They":[44],"for":[47],"diagnosis,":[48],"treatment":[49,52],"protocol":[50],"recommendations,":[51],"outcome":[53],"predictions":[54],"other":[56],"tasks.":[57],"CDSS":[58,116,186],"constructed":[60],"symbolic":[63],"machine":[65,140],"learning":[66,141],"(including":[67],"deep":[68],"learning)":[69],"approaches":[70,145,170],"represent":[72],"infer":[74],"knowledge.":[76],"The":[77,97],"aim":[78],"this":[80],"work":[81,156],"is":[82,117],"provide":[84,159],"overview":[86],"past":[88],"current":[90],"designing":[93],"successful":[95],"CDSS.":[96],"study":[98],"considers":[99],"the":[100,112,135,164,169],"were":[103],"claimed":[104],"implemented":[107],"clinical":[109],"practice.":[110],"Currently,":[111],"development":[113],"mostly":[118],"pursued":[119],"two":[121],"directions:":[122],"1)":[123],"more":[125,182],"traditional":[126],"approach":[127],"rules,":[130],"ontologies,":[131],"probabilistic":[132],"models,":[133],"use":[136],"standards;":[138],"2)":[139],"approach.":[143],"Both":[144],"complementary":[149],"within":[150],"healthcare":[152],"information":[153],"system.":[154],"This":[155],"seeks":[157],"objective":[161],"view":[162],"advantages":[165],"limitations":[167],"as":[171],"well":[172],"discuss":[174],"future":[175],"research":[176],"avenues":[177],"could":[179],"lead":[180],"accurate":[183],"trustworthy":[185],"improved":[188],"healthcare.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}