{"id":"https://openalex.org/W3184103619","doi":"https://doi.org/10.1109/med51440.2021.9480240","title":"The improvement of the clinical decision-making through the Business Intelligence","display_name":"The improvement of the clinical decision-making through the Business Intelligence","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3184103619","doi":"https://doi.org/10.1109/med51440.2021.9480240","mag":"3184103619"},"language":"en","primary_location":{"id":"doi:10.1109/med51440.2021.9480240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med51440.2021.9480240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Mediterranean Conference on Control and Automation (MED)","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/A5052081970","display_name":"Luigi Jesus Basile","orcid":"https://orcid.org/0000-0001-6338-9736"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Jesus Basile","raw_affiliation_strings":["DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056289659","display_name":"Nunzia Carbonara","orcid":"https://orcid.org/0000-0003-3618-6444"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nunzia Carbonara","raw_affiliation_strings":["DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081357794","display_name":"Roberta Pellegrino","orcid":"https://orcid.org/0000-0002-1098-4547"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberta Pellegrino","raw_affiliation_strings":["DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064563863","display_name":"Umberto Panniello","orcid":"https://orcid.org/0000-0002-7902-5993"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Panniello","raw_affiliation_strings":["DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEPARTMENT OF MECHANICS, MATHEMATICS AND MANAGEMENT (DMMM), Polytechnic University of Bari, Bari, IT","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":0.4374,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68181997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"156","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9162999987602234,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.6767649054527283},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6209332346916199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5780764818191528},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5772204995155334},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5483341217041016},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5452795624732971},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.52799391746521},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.49349868297576904},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.48125383257865906},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.4442662000656128},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42067861557006836},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3889935612678528},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.38842567801475525},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2573584020137787},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.20032751560211182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1609489917755127},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1286897361278534},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11319974064826965}],"concepts":[{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6767649054527283},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6209332346916199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5780764818191528},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5772204995155334},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5483341217041016},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5452795624732971},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.52799391746521},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.49349868297576904},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.48125383257865906},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.4442662000656128},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42067861557006836},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3889935612678528},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.38842567801475525},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2573584020137787},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.20032751560211182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1609489917755127},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1286897361278534},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11319974064826965},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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:10.1109/med51440.2021.9480240","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med51440.2021.9480240","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W98365547","https://openalex.org/W1488522047","https://openalex.org/W1503005226","https://openalex.org/W1598938328","https://openalex.org/W2088083314","https://openalex.org/W2094675826","https://openalex.org/W2118410764","https://openalex.org/W2139269097","https://openalex.org/W2322029007","https://openalex.org/W2415945432","https://openalex.org/W2487398411","https://openalex.org/W2767282335","https://openalex.org/W2781865973","https://openalex.org/W2801057234","https://openalex.org/W3025795230","https://openalex.org/W6603945100","https://openalex.org/W6629123356","https://openalex.org/W6700353233","https://openalex.org/W6716750471","https://openalex.org/W6722546399","https://openalex.org/W6777551828"],"related_works":["https://openalex.org/W2005124518","https://openalex.org/W1500719467","https://openalex.org/W2488068909","https://openalex.org/W1823477348","https://openalex.org/W4289825098","https://openalex.org/W4361865022","https://openalex.org/W2390437968","https://openalex.org/W78688763","https://openalex.org/W2074731606","https://openalex.org/W2148494579"],"abstract_inverted_index":{"Much":[0],"work":[1],"has":[2],"been":[3],"done":[4],"on":[5,21,77,132,148,181],"applying":[6],"Business":[7],"Intelligence":[8],"(BI)":[9],"in":[10,92,114,122],"the":[11,27,47,53,78,93,106,115,125,142,162,168,182],"healthcare":[12,56,94,112,169],"sector.":[13],"Most":[14],"of":[15,49,55,80,109,157,164,198],"these":[16],"studies":[17],"were":[18],"focused":[19],"only":[20,131,180],"Information":[22,28],"Technology":[23,31],"(e.g.,":[24,39],"to":[25,40,172],"improve":[26,173],"and":[29,33,43,134,137,176,192],"Communication":[30],"architectures":[32],"data":[34,81],"management":[35,54],"systems)":[36],"or":[37],"medical":[38],"support":[41,73],"prognoses":[42],"diagnoses)":[44],"aspects,":[45],"while":[46,141],"usage":[48,163],"BI":[50,83,165],"for":[51,89,104,166],"improving":[52],"processes":[57,91,170,177],"is":[58,127,144],"still":[59],"overlooked.":[60],"This":[61],"research":[62],"aims":[63],"at":[64],"filling":[65],"this":[66,98],"gap":[67],"by":[68],"investigating":[69],"whether":[70],"a":[71,102,110,187],"decision":[72],"system":[74],"(DSS)":[75],"based":[76,130,147,179],"exploitation":[79],"through":[82],"can":[84],"outperform":[85],"traditional":[86,174],"experience-driven":[87,128],"practices":[88],"managing":[90,167],"domain.":[95],"To":[96],"accomplish":[97],"objective,":[99],"we":[100],"develop":[101],"DSS":[103,119],"reducing":[105],"overall":[107],"costs":[108,190],"specific":[111],"process":[113],"oncology":[116],"field.":[117],"The":[118,155],"was":[120],"developed":[121],"two":[123],"versions:":[124],"first":[126],"(i.e.,":[129,146,189,194],"scientific":[133],"historical":[135],"literature":[136],"physicians'":[138,183],"experience":[139],"data),":[140],"second":[143],"data-driven":[145],"additional":[149],"information":[150],"coming":[151],"from":[152,186],"hospital":[153],"data).":[154],"results":[156],"our":[158],"study":[159],"demonstrate":[160],"that":[161],"proved":[171],"activities":[175],"mostly":[178],"experience,":[184],"both":[185],"business":[188],"reduction)":[191],"managerial":[193],"effectiveness":[195],"improving)":[196],"point":[197],"view.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
