{"id":"https://openalex.org/W3000467526","doi":"https://doi.org/10.1002/cpe.5624","title":"Graph\u2010based tag recommendations using clusters of patients in clinical decision support system","display_name":"Graph\u2010based tag recommendations using clusters of patients in clinical decision support system","publication_year":2020,"publication_date":"2020-01-06","ids":{"openalex":"https://openalex.org/W3000467526","doi":"https://doi.org/10.1002/cpe.5624","mag":"3000467526"},"language":"en","primary_location":{"id":"doi:10.1002/cpe.5624","doi":"https://doi.org/10.1002/cpe.5624","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5624","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5089819737","display_name":"Meriem Hafidi","orcid":"https://orcid.org/0000-0002-5785-693X","observed_orcids":["https://orcid.org/0000-0002-5785-693X"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Meriem Hafidi","raw_affiliation_strings":["Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco","Meriem Hafidi, Laboratory ISI, Cadi Ayyad University, 40000 Marrakesh, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-5785-693X","affiliations":[{"raw_affiliation_string":"Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Meriem Hafidi, Laboratory ISI, Cadi Ayyad University, 40000 Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034603156","display_name":"El Hassan Abdelwahed","orcid":"https://orcid.org/0000-0002-2786-6707","observed_orcids":["https://orcid.org/0000-0002-2786-6707"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I4210131560","display_name":"Universit\u00e9 Mohammed VI Polytechnique","ror":"https://ror.org/03xc55g68","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210131560"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Hassan Abdelwahed","raw_affiliation_strings":["CSEHS, Mohammed VI Polytechnic University, Ben Guerir, Morocco","Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSEHS, Mohammed VI Polytechnic University, Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210131560"]},{"raw_affiliation_string":"Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006401554","display_name":"Sara Qassimi","orcid":"https://orcid.org/0000-0002-9441-986X","observed_orcids":["https://orcid.org/0000-0002-9441-986X"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Sara Qassimi","raw_affiliation_strings":["Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory ISI, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089819737"],"corresponding_institution_ids":["https://openalex.org/I119856527"],"apc_list":{"value":3900,"currency":"USD","value_usd":3900},"apc_paid":null,"fwci":0.364,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.63382467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"33","issue":"1","first_page":null,"last_page":null},"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":0.23080000281333923,"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":0.23080000281333923,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.1996999979019165,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.08969999849796295,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/tag-recommendation","display_name":"tag recommendation","score":0.9399999976158142},{"id":"https://openalex.org/keywords/clinical-decision-support-systems","display_name":"clinical decision support systems","score":0.7599999904632568},{"id":"https://openalex.org/keywords/graph-based-recommendation","display_name":"graph-based recommendation","score":0.7630000114440918},{"id":"https://openalex.org/keywords/louvain-clustering","display_name":"Louvain clustering","score":0.7839999794960022},{"id":"https://openalex.org/keywords/patient-clustering","display_name":"patient clustering","score":0.777999997138977},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9539999961853027},{"id":"https://openalex.org/keywords/chestx-ray14","display_name":"ChestX-ray14","score":0.7070000171661377},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.8769999742507935},{"id":"https://openalex.org/keywords/radiology","display_name":"radiology","score":0.5090000033378601},{"id":"https://openalex.org/keywords/disease-detection","display_name":"disease detection","score":0.5}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7340774536132812},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.592008650302887},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5319467186927795},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5011961460113525},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4921366572380066},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4785459637641907},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4762934744358063},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.460030198097229},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4289242625236511},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4259379506111145},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.42245692014694214},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.40578514337539673},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3592453598976135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2949867248535156},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21666783094406128},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.14204558730125427},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/cpe.5624","doi":"https://doi.org/10.1002/cpe.5624","is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5624","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation Practice and Experience","issn_l":"1532-0626","issn":["1532-0626","1532-0634"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrency and Computation: Practice and Experience","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W182035827","https://openalex.org/W1555474482","https://openalex.org/W1577930581","https://openalex.org/W1904088687","https://openalex.org/W1930668466","https://openalex.org/W1976859382","https://openalex.org/W1996815094","https://openalex.org/W2003200508","https://openalex.org/W2031237011","https://openalex.org/W2046637790","https://openalex.org/W2047869555","https://openalex.org/W2050265055","https://openalex.org/W2052603567","https://openalex.org/W2063450849","https://openalex.org/W2070978934","https://openalex.org/W2075924051","https://openalex.org/W2083381833","https://openalex.org/W2090041477","https://openalex.org/W2121167247","https://openalex.org/W2131681506","https://openalex.org/W2144892760","https://openalex.org/W2145977038","https://openalex.org/W2150032155","https://openalex.org/W2152628949","https://openalex.org/W2154597740","https://openalex.org/W2158842434","https://openalex.org/W2236169403","https://openalex.org/W2270188535","https://openalex.org/W2285101708","https://openalex.org/W2410109979","https://openalex.org/W2463197872","https://openalex.org/W2486894109","https://openalex.org/W2515682654","https://openalex.org/W2538336224","https://openalex.org/W2561523821","https://openalex.org/W2567346959","https://openalex.org/W2611650229","https://openalex.org/W2734337391","https://openalex.org/W2911499616","https://openalex.org/W2911882611","https://openalex.org/W2912333588","https://openalex.org/W2932027187","https://openalex.org/W2936446892","https://openalex.org/W2944253117","https://openalex.org/W2948166045","https://openalex.org/W3022118401"],"related_works":["https://openalex.org/W2890776402","https://openalex.org/W2912333588","https://openalex.org/W4312576140","https://openalex.org/W4407058791","https://openalex.org/W4403717605","https://openalex.org/W2553554948","https://openalex.org/W2998903291","https://openalex.org/W4214484507","https://openalex.org/W100905993","https://openalex.org/W2159471511"],"abstract_inverted_index":{"Summary":[0],"To":[1],"support":[2],"health":[3],"professionals":[4],"in":[5,161,186],"making":[6],"decisions,":[7],"CDSS":[8],"are":[9,62],"developed":[10],"to":[11,121,156,171,197],"manage":[12],"the":[13,17,46,52,75,80,88,92,113,143,148,158,178,201,206,214],"patients'":[14],"EHR,":[15],"improve":[16,87],"way":[18],"of":[19,23,27,74,124,140,177,205,216],"diagnosis,":[20],"and":[21,40,64,82,90,109,127,173,189,199,203],"treatment":[22],"diseases.":[24],"The":[25,72,152,164,191],"process":[26],"analyzing":[28,112],"EHRs":[29,53,81],"is":[30,50],"based":[31],"on":[32,213],"reading":[33],"free\u2010text":[34],"notes.":[35],"However,":[36],"it":[37],"spends":[38],"time":[39],"physicians'":[41],"efforts.":[42],"In":[43,94],"this":[44,68,95],"case,":[45],"most":[47],"used":[48],"solution":[49,69],"describing":[51],"with":[54,142],"shortcut":[55],"tags,":[56,79,125],"representing":[57],"pathologies":[58],"or":[59],"diseases,":[60],"which":[61],"well\u2010defined":[63],"meaningful":[65],"information.":[66],"Still,":[67],"remains":[70],"insufficient.":[71],"exploration":[73],"relationship":[76],"between":[77],"those":[78],"their":[83],"belonging":[84],"patients":[85,141],"will":[86,168,183,211],"analysis":[89],"then":[91],"CDSS.":[93],"paper,":[96],"we":[97],"present":[98],"a":[99,220],"graph\u2010based":[100],"tag":[101,153,165],"recommendation":[102,154,166],"approach":[103,167],"that":[104],"suggests":[105],"relevant":[106],"tags":[107],"(diseases":[108],"pathologies)":[110],"by":[111,129,146],"tagged":[114],"medical":[115,132,162],"images.":[116],"We":[117,135],"use":[118],"graph":[119],"analytics":[120],"generate":[122],"graphs":[123],"patients,":[126],"images":[128,133],"inspecting":[130],"similar":[131],"descriptive.":[134],"have":[136],"also":[137,184],"created":[138],"sub\u2010communities":[139],"same":[144],"diseases":[145,176],"applying":[147],"Louvain":[149],"clustering":[150],"method.":[151],"aims":[155],"enhance":[157],"computer\u2010aided":[159],"diagnosis":[160],"imaging.":[163],"allow":[169],"radiologists":[170],"detect":[172],"interpret":[174],"invisible":[175],"underlying":[179],"anatomical":[180],"structure.":[181],"It":[182],"help":[185],"early":[187],"revealing":[188],"diagnosis.":[190],"dataset":[192],"ChestX\u2010Ray14":[193],"has":[194],"been":[195],"conducted":[196],"evaluate":[198],"test":[200],"accuracy":[202],"effectiveness":[204],"proposed":[207],"approach.":[208],"Future":[209],"perspective":[210],"focus":[212],"deployment":[215],"our":[217],"proposal":[218],"within":[219],"Moroccan":[221],"e\u2010health":[222],"project.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-01-23T00:00:00"}
