{"id":"https://openalex.org/W4402138624","doi":"https://doi.org/10.1186/s12911-024-02651-8","title":"Selection of data analytic techniques by using fuzzy AHP TOPSIS from a healthcare perspective","display_name":"Selection of data analytic techniques by using fuzzy AHP TOPSIS from a healthcare perspective","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402138624","doi":"https://doi.org/10.1186/s12911-024-02651-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/39223530"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02651-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02651-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02651-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02651-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010706593","display_name":"Abdullah Alharbi","orcid":"https://orcid.org/0000-0001-8617-1430"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Alharbi","raw_affiliation_strings":["Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059342941","display_name":"Wael Alosaimi","orcid":"https://orcid.org/0000-0003-3339-1135"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Wael Alosaimi","raw_affiliation_strings":["Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, College of Computers and Information Technology, Taif University, P.O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074405334","display_name":"Hashem Alyami","orcid":"https://orcid.org/0000-0003-0367-8346"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hashem Alyami","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000061018","display_name":"Bader Alouffi","orcid":"https://orcid.org/0000-0001-7759-0940"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Bader Alouffi","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001213316","display_name":"Ahmed Almulihi","orcid":"https://orcid.org/0000-0003-0916-678X"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Almulihi","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, Taif, 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028713738","display_name":"Mohd Nadeem","orcid":"https://orcid.org/0000-0003-4244-8076"},"institutions":[{"id":"https://openalex.org/I4210106473","display_name":"Shri Ramswaroop Memorial University","ror":"https://ror.org/011nk9770","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210106473"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mohd Nadeem","raw_affiliation_strings":["Department of Computer Science and Engineering, Shri Ramswaroop Memorial University, Lucknow, UP, 225003, India. mohd.nadeem1155@gmail.com","Department of Computer Science and Engineering, Shri Ramswaroop Memorial University, Lucknow, UP, 225003, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shri Ramswaroop Memorial University, Lucknow, UP, 225003, India. mohd.nadeem1155@gmail.com","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shri Ramswaroop Memorial University, Lucknow, UP, 225003, India","institution_ids":["https://openalex.org/I4210106473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074689114","display_name":"Mohd Asim Sayeed","orcid":"https://orcid.org/0000-0001-8432-7323"},"institutions":[{"id":"https://openalex.org/I276256525","display_name":"Babu Banarasi Das University","ror":"https://ror.org/001ekgz09","country_code":"IN","type":"education","lineage":["https://openalex.org/I276256525"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohd Asim Sayeed","raw_affiliation_strings":["School of Computer Applications, Babu Banarasi Das University, Lucknow, UP, 226028, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Applications, Babu Banarasi Das University, Lucknow, UP, 226028, India","institution_ids":["https://openalex.org/I276256525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011729841","display_name":"Raees Ahmad Khan","orcid":"https://orcid.org/0000-0002-9454-1312"},"institutions":[{"id":"https://openalex.org/I143247161","display_name":"Babasaheb Bhimrao Ambedkar University","ror":"https://ror.org/04x7ccp17","country_code":"IN","type":"education","lineage":["https://openalex.org/I143247161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raees Ahmad Khan","raw_affiliation_strings":["Department of Information Technology, Babasaheb Bhimrao Ambedkar University, Lucknow, UP, 226025, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Babasaheb Bhimrao Ambedkar University, Lucknow, UP, 226025, India","institution_ids":["https://openalex.org/I143247161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5028713738"],"corresponding_institution_ids":["https://openalex.org/I4210106473"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":6.4685,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96753229,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"240","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9593999981880188,"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":0.9593999981880188,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9169999957084656,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.665410578250885},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6008923053741455},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5131509900093079},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.48667246103286743},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47354692220687866},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.4471226930618286},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4417155981063843},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3517182469367981},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3294464945793152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3036152720451355},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.146440327167511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.665410578250885},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6008923053741455},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5131509900093079},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.48667246103286743},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47354692220687866},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.4471226930618286},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4417155981063843},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3517182469367981},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3294464945793152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3036152720451355},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.146440327167511},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077488","descriptor_name":"Data Science","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-024-02651-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02651-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02651-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39223530","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39223530","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11368004","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11368004","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11368004/pdf/12911_2024_Article_2651.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6b55b38510c643a0890a54089f3ba9f6","is_oa":true,"landing_page_url":"https://doaj.org/article/6b55b38510c643a0890a54089f3ba9f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-20 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02651-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02651-8","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02651-8","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7723846988","display_name":null,"funder_award_id":"TU-DSPP-2024-67","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402138624.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W2059536960","https://openalex.org/W2100577171","https://openalex.org/W2120751691","https://openalex.org/W2191117394","https://openalex.org/W2437617937","https://openalex.org/W2507383779","https://openalex.org/W2511539828","https://openalex.org/W2555534312","https://openalex.org/W2563093951","https://openalex.org/W2593932255","https://openalex.org/W2896195996","https://openalex.org/W2906384841","https://openalex.org/W2916373632","https://openalex.org/W2928281925","https://openalex.org/W2942928164","https://openalex.org/W2951578881","https://openalex.org/W2951635356","https://openalex.org/W2954484272","https://openalex.org/W2960253442","https://openalex.org/W3016086311","https://openalex.org/W3133504636","https://openalex.org/W3134540595","https://openalex.org/W3134718431","https://openalex.org/W3144975484","https://openalex.org/W3172834044","https://openalex.org/W3192385985","https://openalex.org/W3198861660","https://openalex.org/W3199968568","https://openalex.org/W3215027095","https://openalex.org/W4210417995","https://openalex.org/W4283831931","https://openalex.org/W4294000373","https://openalex.org/W4306181867","https://openalex.org/W4311086712","https://openalex.org/W4313422842","https://openalex.org/W4317738585","https://openalex.org/W4318777964","https://openalex.org/W4319335659","https://openalex.org/W4319594513","https://openalex.org/W4320484312","https://openalex.org/W4323980086","https://openalex.org/W4366400964","https://openalex.org/W4379017326","https://openalex.org/W4382464165","https://openalex.org/W4382677487","https://openalex.org/W4382862409","https://openalex.org/W4384068843","https://openalex.org/W4385336965","https://openalex.org/W4387405377","https://openalex.org/W4390483836","https://openalex.org/W4391126326","https://openalex.org/W4394773893","https://openalex.org/W4399707599"],"related_works":["https://openalex.org/W3006483227","https://openalex.org/W4235282010","https://openalex.org/W2322700324","https://openalex.org/W2385413488","https://openalex.org/W2355536739","https://openalex.org/W2295782676","https://openalex.org/W2351959113","https://openalex.org/W4381430929","https://openalex.org/W2191080415","https://openalex.org/W3154161952"],"abstract_inverted_index":{"The":[0,30,76,99,109,126,151,169,186,200,217,234],"healthcare":[1,92,149,268],"industry":[2],"has":[3,220],"been":[4],"put":[5],"to":[6,10,119,134,165,262,277],"test":[7],"the":[8,54,71,79,121,124,140,143,155,159,205,208,213,221,231,241,245,249,267,274],"need":[9],"manage":[11,51],"enormous":[12,25],"amounts":[13],"of":[14,27,123,142,161,172,204,237],"data":[15,31,144,238,257],"provided":[16],"by":[17,132,230],"various":[18],"sources,":[19],"which":[20],"are":[21,32,174,215,254],"renowned":[22],"for":[23,94,129,212,256],"providing":[24],"quantities":[26],"heterogeneous":[28],"information.":[29],"collected":[33],"and":[34,41,48,74,97,104,163,184,197,207,224,244,259],"analyzed":[35],"with":[36,58],"different":[37],"Data":[38],"Analytic":[39,111],"(DA)":[40],"machine":[42],"learning":[43],"algorithm":[44],"approaches.":[45],"Researchers,":[46],"scientists,":[47],"industrialists":[49],"must":[50],"or":[52],"select":[53],"best":[55],"approach":[56,116,211,236],"associated":[57],"DA":[59,72,162,173,187,206,214],"in":[60,82,91,148,154,266],"healthcare.":[61],"This":[62,86,270],"scientific":[63],"study":[64],"is":[65,88,117,226],"based":[66],"on":[67],"decision":[68],"analysis":[69,239,247,271],"between":[70],"factors":[73,171,203],"alternatives.":[75],"information":[77,87],"affects":[78],"whole":[80],"system":[81],"a":[83],"rational":[84],"manner.":[85],"very":[89],"important":[90],"sector":[93],"appropriate":[95],"prediction":[96],"analysis.":[98],"evaluation":[100],"discusses":[101],"its":[102],"benefits":[103,276],"presents":[105],"an":[106],"analytic":[107,145],"framework.":[108],"Fuzzy":[110,127],"Hierarchy":[112],"Process":[113],"(Fuzzy":[114,137],"AHP)":[115],"used":[118,147,153],"address":[120,139,166],"weight":[122],"factors.":[125],"Techniques":[128],"Order":[130],"Preference":[131],"Similarity":[133],"Ideal":[135],"Solution":[136],"TOPSIS)":[138],"rank":[141],"alternatives":[146,188],"sector.":[150],"models":[152],"article":[156],"briefly":[157],"discuss":[158],"challenges":[160],"approaches":[164],"those":[167],"challenges.":[168],"assorted":[170],"capture,":[175],"cleaning,":[176],"storage,":[177],"security,":[178],"stewardship,":[179],"reporting,":[180],"visualization,":[181],"updating,":[182],"sharing,":[183],"querying.":[185],"include":[189],"descriptive,":[190],"diagnostic,":[191],"predictive,":[192],"prescriptive,":[193],"discovery,":[194],"regression,":[195],"cohort":[196],"inferential":[198],"analyses.":[199],"most":[201,209],"influential":[202],"suitable":[210],"evaluated.":[216],"'cleaning'":[218],"factor":[219],"highest":[222,242],"weight,":[223],"'updating'":[225],"achieved":[227],"at":[228],"least":[229],"Fuzzy-AHP":[232],"approach.":[233],"regression":[235],"had":[240,248],"rank,":[243],"diagnostic":[246],"lowest":[250],"rank.":[251],"Decision":[252],"analyses":[253],"necessary":[255],"scientists":[258],"medical":[260],"providers":[261],"predict":[263],"diseases":[264],"appropriately":[265],"domain.":[269],"also":[272],"revealed":[273],"cost":[275],"hospitals.":[278]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}