{"id":"https://openalex.org/W4392136750","doi":"https://doi.org/10.1142/s1793005725500279","title":"Fuzzy Soft Set Theory Applications in Medical Diagnosis: A Comprehensive Review and the Roadmap for Future Studies","display_name":"Fuzzy Soft Set Theory Applications in Medical Diagnosis: A Comprehensive Review and the Roadmap for Future Studies","publication_year":2024,"publication_date":"2024-02-25","ids":{"openalex":"https://openalex.org/W4392136750","doi":"https://doi.org/10.1142/s1793005725500279"},"language":"en","primary_location":{"id":"doi:10.1142/s1793005725500279","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793005725500279","pdf_url":null,"source":{"id":"https://openalex.org/S135331755","display_name":"New Mathematics and Natural Computation","issn_l":"1793-0057","issn":["1793-0057","1793-7027"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Mathematics and Natural Computation","raw_type":"journal-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/A5045931507","display_name":"Rashmi Singh","orcid":"https://orcid.org/0000-0002-6139-466X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rashmi Singh","raw_affiliation_strings":["Amity Institute of Applied Sciences, AUUP, India"],"affiliations":[{"raw_affiliation_string":"Amity Institute of Applied Sciences, AUUP, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059486350","display_name":"Neha Bhardwaj","orcid":"https://orcid.org/0000-0002-5618-1563"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neha Bhardwaj","raw_affiliation_strings":["Department of Mathematics, SSBSR, Sharda University, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, SSBSR, Sharda University, India","institution_ids":["https://openalex.org/I74885063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045931507"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4537,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88348923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"21","issue":"02","first_page":"597","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","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"}},"topics":[{"id":"https://openalex.org/T11671","display_name":"Fuzzy and Soft Set Theory","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":0.6392224431037903},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.6055906414985657},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.554602861404419},{"id":"https://openalex.org/keywords/soft-set","display_name":"Soft set","score":0.5543729066848755},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.528545081615448},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5281985402107239},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4456324875354767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4446410834789276},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35762909054756165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3419633209705353},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10295471549034119}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6392224431037903},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.6055906414985657},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.554602861404419},{"id":"https://openalex.org/C2777037408","wikidata":"https://www.wikidata.org/wiki/Q4310193","display_name":"Soft set","level":3,"score":0.5543729066848755},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.528545081615448},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5281985402107239},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4456324875354767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4446410834789276},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35762909054756165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3419633209705353},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10295471549034119},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793005725500279","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793005725500279","pdf_url":null,"source":{"id":"https://openalex.org/S135331755","display_name":"New Mathematics and Natural Computation","issn_l":"1793-0057","issn":["1793-0057","1793-7027"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Mathematics and Natural Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1966808269","https://openalex.org/W1978352585","https://openalex.org/W1979697961","https://openalex.org/W1980564456","https://openalex.org/W1989832241","https://openalex.org/W1990341706","https://openalex.org/W1990975338","https://openalex.org/W1994184873","https://openalex.org/W2007620983","https://openalex.org/W2010699311","https://openalex.org/W2061821032","https://openalex.org/W2065915765","https://openalex.org/W2143022601","https://openalex.org/W2143341744","https://openalex.org/W2317496173","https://openalex.org/W2344395450","https://openalex.org/W2579387112","https://openalex.org/W2610507812","https://openalex.org/W2766477577","https://openalex.org/W2796431025","https://openalex.org/W2914483213","https://openalex.org/W2921664896","https://openalex.org/W2992471194","https://openalex.org/W2999963010","https://openalex.org/W3028492874","https://openalex.org/W3037511330","https://openalex.org/W3041935397","https://openalex.org/W3128074992","https://openalex.org/W3132056502","https://openalex.org/W4200128973","https://openalex.org/W4211007335","https://openalex.org/W4214525554","https://openalex.org/W4255833381","https://openalex.org/W4291653586","https://openalex.org/W4293104018","https://openalex.org/W4313458836","https://openalex.org/W4319595549","https://openalex.org/W4320502365","https://openalex.org/W4372219029","https://openalex.org/W4386959332"],"related_works":["https://openalex.org/W792312258","https://openalex.org/W2398915005","https://openalex.org/W3082692863","https://openalex.org/W2784167818","https://openalex.org/W2736272056","https://openalex.org/W2547591851","https://openalex.org/W2989251093","https://openalex.org/W2811336963","https://openalex.org/W3087723041","https://openalex.org/W1975727126"],"abstract_inverted_index":{"This":[0],"paper":[1],"provides":[2],"a":[3,24,39,54,62,108,126,141,234,258],"literature":[4],"review":[5,169,213],"addressing":[6],"the":[7,18,21,66,84,130,145,148,162,174,181,193,199,218,242,264,272],"use":[8],"of":[9,27,42,68,88,102,113,135,144,211,220,225,244,249,276],"soft":[10,30,45,51,90,115,186,238,252],"sets":[11,31,46,91,253],"in":[12,47,72,96,118,129,161,178,190,217,241,254,263,284],"medical":[13,48,97,119,191,245,255],"diagnosis.":[14],"Distinguishing":[15],"itself":[16],"from":[17],"existing":[19],"literature,":[20],"study":[22,205,273],"offers":[23],"comprehensive":[25,142],"analysis":[26,112],"how":[28],"fuzzy":[29,43,63,89,114,250],"can":[32,58,139],"be":[33,59],"integrated":[34],"into":[35],"diagnostic":[36,70],"processes,":[37],"highlighting":[38],"novel":[40],"fusion":[41,248],"and":[44,76,86,110,155,198,230,251,260,266,278,286],"applications.":[49,246],"Any":[50],"set":[52,116,187,239],"on":[53,172,274],"countably":[55],"infinite":[56],"universe":[57],"regarded":[60],"as":[61,125],"set,":[64],"recognizing":[65],"limitations":[67],"traditional":[69,282],"tools":[71],"dealing":[73],"with":[74],"vague":[75],"incomplete":[77],"information,":[78],"our":[79],"research":[80,104,176,183,222,265],"aims":[81],"to":[82,92,106,122,159,204,215],"utilize":[83],"flexibility":[85],"comprehensiveness":[87],"enhance":[93],"decision-making":[94],"accuracy":[95,285],"scenarios.":[98],"The":[99,168,208,247],"primary":[100,182,209],"objective":[101,210],"this":[103,179,212],"is":[105,195,214],"present":[107],"thorough":[109],"critical":[111],"theory":[117,188,240],"diagnosis,":[120],"aiming":[121],"establish":[123],"it":[124],"fundamental":[127],"approach":[128],"field.":[131],"By":[132],"combining":[133],"all":[134],"these":[136,206,226],"results,":[137],"we":[138],"generate":[140],"picture":[143],"connections":[146],"between":[147],"many":[149],"theories":[150],"that":[151,185,280],"account":[152],"for":[153,237],"fuzziness":[154],"imprecision,":[156],"which":[157],"helps":[158],"fill":[160],"blanks":[163],"left":[164],"by":[165],"recent":[166],"surveys.":[167],"will":[170,231],"focus":[171],"identifying":[173,219],"main":[175],"trends":[177,227],"field:":[180],"topics":[184],"addresses":[189],"applications,":[192],"community":[194],"currently":[196],"facing":[197],"major":[200],"theoretical":[201],"concepts":[202],"used":[203],"topics.":[207],"assist":[216],"emerging":[221],"directions.":[223],"Some":[224],"are":[228],"promising":[229],"help":[232],"shape":[233],"new":[235],"role":[236],"area":[243],"applications":[256],"represents":[257],"crucial":[259],"necessary":[261],"stage":[262],"diagnosis":[267],"procedures.":[268],"Key":[269],"results":[270],"include":[271],"development":[275],"algorithms":[277],"models":[279],"outperform":[281],"methods":[283],"reliability.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}