{"id":"https://openalex.org/W4413174854","doi":"https://doi.org/10.1007/s44163-025-00462-y","title":"Application of multi-objective decision-making based on entropy weight-TOPSIS method and RSR method in the analysis of orthopedic disease","display_name":"Application of multi-objective decision-making based on entropy weight-TOPSIS method and RSR method in the analysis of orthopedic disease","publication_year":2025,"publication_date":"2025-08-13","ids":{"openalex":"https://openalex.org/W4413174854","doi":"https://doi.org/10.1007/s44163-025-00462-y"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00462-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00462-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119291708","display_name":"Deyu An","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114043","display_name":"Henan Institute of Technology","ror":"https://ror.org/024f5m737","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114043"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deyu An","raw_affiliation_strings":["School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453000, Henan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Institute of Technology, Xinxiang, 453000, Henan, China","institution_ids":["https://openalex.org/I4210114043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100332717","display_name":"Nan Wang","orcid":"https://orcid.org/0000-0001-8383-7970"},"institutions":[{"id":"https://openalex.org/I4210115182","display_name":"First Affiliated Hospital of Xinxiang Medical University","ror":"https://ror.org/0278r4c85","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210115182"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Wang","raw_affiliation_strings":["The First Affiliated Hospital of Xinxiang Medical University, Weihui, 453000, Henan, China"],"affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital of Xinxiang Medical University, Weihui, 453000, Henan, China","institution_ids":["https://openalex.org/I4210115182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5119291708"],"corresponding_institution_ids":["https://openalex.org/I4210114043"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":41.3915,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99710545,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13161","display_name":"Ideological and Political Education","score":0.7912999987602234,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13161","display_name":"Ideological and Political Education","score":0.7912999987602234,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.714900016784668,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.7511648535728455},{"id":"https://openalex.org/keywords/orthopedic-surgery","display_name":"Orthopedic surgery","score":0.5769621729850769},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4388009309768677},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4376920461654663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4059971570968628},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3562653660774231},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3176730275154114},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.2366238832473755},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1008569598197937},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07198646664619446}],"concepts":[{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.7511648535728455},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.5769621729850769},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4388009309768677},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4376920461654663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4059971570968628},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3562653660774231},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3176730275154114},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.2366238832473755},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1008569598197937},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07198646664619446}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-025-00462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00462-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1374fdd54d394b6c8fbe00f543c67923","is_oa":true,"landing_page_url":"https://doaj.org/article/1374fdd54d394b6c8fbe00f543c67923","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-20 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00462-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00462-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00462-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G6185859139","display_name":null,"funder_award_id":"242102210028","funder_id":"https://openalex.org/F4320335774","funder_display_name":"Key Technologies Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320335774","display_name":"Key Technologies Research and Development Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413174854.pdf","grobid_xml":"https://content.openalex.org/works/W4413174854.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2045779008","https://openalex.org/W2990313225","https://openalex.org/W4296211529","https://openalex.org/W4305071485","https://openalex.org/W4397292485","https://openalex.org/W4402501308"],"related_works":["https://openalex.org/W2355511198","https://openalex.org/W2744391954","https://openalex.org/W2359284531","https://openalex.org/W2127368611","https://openalex.org/W2367235275","https://openalex.org/W2355331022","https://openalex.org/W1763219791","https://openalex.org/W2116479904","https://openalex.org/W1990321825","https://openalex.org/W3008294857"],"abstract_inverted_index":{"In":[0],"the":[1,7,41,46,54,60,80,85,92,111,123,153,159,167,194,199],"era":[2],"of":[3,9,100,161,179,182,198],"medical":[4],"big":[5],"data,":[6],"analysis":[8,19],"orthopedic":[10,102],"disease":[11,125,214],"types":[12,215],"demands":[13],"precision":[14],"and":[15,59,75,141,196,207],"multi-dimensional":[16],"insight.":[17],"Traditional":[18],"models,":[20],"limited":[21],"by":[22,51,132],"their":[23],"one-dimensional":[24],"or":[25],"simplistic":[26],"structures,":[27],"struggle":[28],"to":[29,53,83],"interpret":[30],"complex":[31],"clinical":[32,217],"data":[33],"comprehensively.":[34],"To":[35],"address":[36],"this,":[37],"we":[38],"innovatively":[39],"integrate":[40],"entropy":[42,74],"weight":[43,156],"technique":[44],"with":[45,118,136,158],"Technique":[47],"for":[48,211],"Order":[49],"Preference":[50],"Similarity":[52],"Ideal":[55],"Solution":[56],"(TOPSIS)":[57],"method":[58,82],"Rank":[61],"Sum":[62],"Ratio":[63],"(RSR)":[64],"method.":[65],"This":[66,201],"approach":[67],"leverages":[68],"objective":[69,208],"weighting":[70],"based":[71],"on":[72,97],"information":[73],"precise":[76],"solution":[77],"differentiation":[78],"from":[79,107],"TOPSIS":[81],"enhance":[84],"RSR":[86,173],"method's":[87],"ranking":[88],"capability":[89],"while":[90],"retaining":[91],"original":[93],"quantitative":[94],"information.":[95],"Based":[96],"a":[98,205],"dataset":[99],"100":[101],"diseases":[103],"across":[104],"18":[105],"indicators":[106],"five":[108],"evaluation":[109],"dimensions,":[110],"proposed":[112],"model":[113,175,203],"identified":[114],"\u201clumbar":[115,133,142],"disc":[116,134],"herniation":[117,135],"nerve":[119],"root":[120],"disease\u201d":[121],"as":[122],"top-ranking":[124],"(comprehensive":[126],"index,":[127],"Ci":[128],"=":[129,139,146,185,188],"0.6915),":[130],"followed":[131],"sciatica\u201d":[137],"(Ci":[138,145],"0.6860)":[140],"spinal":[143],"stenosis\u201d":[144],"0.6368).":[147],"The":[148,172],"functional":[149],"positioning":[150],"dimension":[151],"contributed":[152],"highest":[154],"indicator":[155,170],"(58.107%),":[157],"\u201cnumber":[160],"patients":[162],"undergoing":[163],"level-four":[164],"surgeries\u201d":[165],"being":[166],"most":[168],"influential":[169],"(21.178%).":[171],"regression":[174],"demonstrated":[176],"strong":[177],"goodness":[178],"fit":[180],"(coefficient":[181],"determination,":[183],"R2":[184],"0.887;":[186],"F":[187],"770.543;":[189],"p":[190],"<":[191],"0.001),":[192],"confirming":[193],"robustness":[195],"validity":[197],"analysis.":[200],"integrated":[202],"provides":[204],"reliable":[206],"decision-making":[209],"tool":[210],"classifying":[212],"orthopaedic":[213],"in":[216],"practice.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
