{"id":"https://openalex.org/W2911495310","doi":"https://doi.org/10.1109/iisa.2018.8633608","title":"Process Mining in Healthcare: A Systematic Review","display_name":"Process Mining in Healthcare: A Systematic Review","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2911495310","doi":"https://doi.org/10.1109/iisa.2018.8633608","mag":"2911495310"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2018.8633608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"},"type":"review","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/A5031918585","display_name":"Edgar Batista","orcid":"https://orcid.org/0000-0002-8046-6016"},"institutions":[{"id":"https://openalex.org/I4210107429","display_name":"Pasqual Maragall Foundation","ror":"https://ror.org/01nry9c15","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210107429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Edgar Batista","raw_affiliation_strings":["SIMPPLE, S.L. C. Joan Maragall 1A, Tarragona, Catalonia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIMPPLE, S.L. C. Joan Maragall 1A, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I4210107429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046614513","display_name":"Agust\u00ed Solanas","orcid":"https://orcid.org/0000-0002-4881-6215"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Agusti Solanas","raw_affiliation_strings":["Dept. of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8345,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.8877551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9521999955177307,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9495999813079834,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.758383572101593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6894751191139221},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6699749231338501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6477066278457642},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6364918947219849},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6278315782546997},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5533836483955383},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5345617532730103},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5210161209106445},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4736553430557251},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38500428199768066},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3051185607910156},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.2011408805847168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17579975724220276},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17272862792015076},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.15099990367889404},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11622661352157593},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.07494804263114929}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.758383572101593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6894751191139221},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6699749231338501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6477066278457642},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6364918947219849},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6278315782546997},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5533836483955383},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5345617532730103},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5210161209106445},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4736553430557251},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38500428199768066},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3051185607910156},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.2011408805847168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17579975724220276},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17272862792015076},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.15099990367889404},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11622661352157593},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07494804263114929},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2018.8633608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633608","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W5836922","https://openalex.org/W138409026","https://openalex.org/W778179274","https://openalex.org/W1035426169","https://openalex.org/W1490658580","https://openalex.org/W1495107092","https://openalex.org/W1505286106","https://openalex.org/W1531745486","https://openalex.org/W1536786571","https://openalex.org/W1827565655","https://openalex.org/W1832405704","https://openalex.org/W1842718284","https://openalex.org/W2010635544","https://openalex.org/W2016035956","https://openalex.org/W2020318014","https://openalex.org/W2022494416","https://openalex.org/W2026516240","https://openalex.org/W2029232455","https://openalex.org/W2042399626","https://openalex.org/W2063548625","https://openalex.org/W2074013628","https://openalex.org/W2089940449","https://openalex.org/W2099753123","https://openalex.org/W2103037286","https://openalex.org/W2103658270","https://openalex.org/W2106870846","https://openalex.org/W2110196198","https://openalex.org/W2112607322","https://openalex.org/W2117744514","https://openalex.org/W2130029172","https://openalex.org/W2138278577","https://openalex.org/W2146421607","https://openalex.org/W2146567607","https://openalex.org/W2147138905","https://openalex.org/W2152089137","https://openalex.org/W2168958548","https://openalex.org/W2182745326","https://openalex.org/W2189944620","https://openalex.org/W2208195956","https://openalex.org/W2260003134","https://openalex.org/W2263380195","https://openalex.org/W2296444143","https://openalex.org/W2336445786","https://openalex.org/W2396916420","https://openalex.org/W2411138031","https://openalex.org/W2463534371","https://openalex.org/W2498287716","https://openalex.org/W2513174354","https://openalex.org/W2563529195","https://openalex.org/W2566313028","https://openalex.org/W2591889158","https://openalex.org/W2600330064","https://openalex.org/W2604500960","https://openalex.org/W2606010969","https://openalex.org/W2737678507","https://openalex.org/W2740933162","https://openalex.org/W2746396261","https://openalex.org/W2761158623","https://openalex.org/W2770823947","https://openalex.org/W2776996468","https://openalex.org/W2786094468","https://openalex.org/W2787835938","https://openalex.org/W2796255656","https://openalex.org/W2797297046","https://openalex.org/W4230145224","https://openalex.org/W6605623369","https://openalex.org/W6622534042","https://openalex.org/W6631854289","https://openalex.org/W6675593128","https://openalex.org/W6679465142","https://openalex.org/W6693045062","https://openalex.org/W6712028685","https://openalex.org/W6731313433","https://openalex.org/W6741464371","https://openalex.org/W6748181644"],"related_works":["https://openalex.org/W4394773026","https://openalex.org/W2918066515","https://openalex.org/W4322505129","https://openalex.org/W2025716876","https://openalex.org/W3094431144","https://openalex.org/W4319028553","https://openalex.org/W2610803656","https://openalex.org/W3157194106","https://openalex.org/W2578850146","https://openalex.org/W2357190214"],"abstract_inverted_index":{"Process":[0],"mining":[1,52],"(PM)":[2],"aims":[3],"at":[4],"discovering,":[5],"monitoring":[6],"and":[7,26,39,128,159],"improving":[8],"real":[9],"processes":[10],"by":[11],"obtaining":[12],"knowledge":[13],"from":[14],"event":[15],"logs.":[16],"It":[17],"has":[18,27],"been":[19],"used":[20],"in":[21,54,98,143],"a":[22,47,65,80],"variety":[23],"of":[24,50,69,79,83,110,152],"fields":[25],"gained":[28],"attention":[29],"due":[30,59],"to":[31,34,60,88,155],"its":[32,61],"ability":[33],"optimise":[35],"processes,":[36],"detect":[37],"bottlenecks":[38],"reduce":[40],"costs.":[41],"In":[42],"this":[43,133,144],"article":[44,71,134],"we":[45,75,103,147],"provide":[46],"concise":[48],"overview":[49],"process":[51,124],"applied":[53,87,154],"the":[55,70,77,84,89,101,149,156],"healthcare":[56,90,157],"sector,":[57],"which":[58],"inner":[62],"complexity":[63],"represents":[64],"challenge.":[66],"The":[67],"contribution":[68],"is":[72],"two-fold:":[73],"First,":[74],"present":[76],"results":[78],"thorough":[81],"review":[82],"PM":[85,153],"literature":[86],"domain.":[91],"We":[92],"do":[93],"not":[94],"explain":[95],"all":[96],"papers":[97],"detail,":[99],"on":[100],"contrary,":[102],"discuss":[104,148],"current":[105],"trends":[106],"along":[107],"nine":[108],"dimensions":[109],"PM,":[111],"namely":[112],"Objective,":[113],"Type,":[114],"Perspective,":[115],"Algorithms":[116],"&":[117],"Tools,":[118],"Medical":[119,121,123,126],"facilities,":[120],"fields,":[122],"type,":[125],"data,":[127],"Preprocessing.":[129],"By":[130],"doing":[131],"so,":[132],"serves":[135],"as":[136],"an":[137],"introductory":[138],"reference":[139],"for":[140],"researchers":[141],"interested":[142],"field.":[145],"Second,":[146],"main":[150],"challenges":[151],"domain":[158],"point":[160],"out":[161],"several":[162],"research":[163],"lines":[164],"that":[165],"remain":[166],"open.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
