{"id":"https://openalex.org/W4407128704","doi":"https://doi.org/10.1109/access.2025.3539196","title":"Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications","display_name":"Fibromyalgia Detection and Diagnosis: A Systematic Review of Data-Driven Approaches and Clinical Implications","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407128704","doi":"https://doi.org/10.1109/access.2025.3539196"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3539196","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539196","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3539196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025763022","display_name":"Anirudh Atmakuru","orcid":"https://orcid.org/0000-0003-1448-7334"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anirudh Atmakuru","raw_affiliation_strings":["Manning College of Information and Computer Sciences, University of Massachusetts at Amherst, Amherst, MA, USA","Manning College of Information and Computer Sciences, University of Massachusetts, Amherst, Massachusetts, USA"],"affiliations":[{"raw_affiliation_string":"Manning College of Information and Computer Sciences, University of Massachusetts at Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I177605424"]},{"raw_affiliation_string":"Manning College of Information and Computer Sciences, University of Massachusetts, Amherst, Massachusetts, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033894707","display_name":"Subrata Chakraborty","orcid":"https://orcid.org/0000-0002-0102-5424"},"institutions":[{"id":"https://openalex.org/I90745801","display_name":"University of New England","ror":"https://ror.org/04r659a56","country_code":"AU","type":"education","lineage":["https://openalex.org/I90745801"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Subrata Chakraborty","raw_affiliation_strings":["School of Science and Technology, Faculty of Science, Agriculture, Business and Law, University of New England, Armidale, NSW, Australia","Faculty of Science, Agriculture, Business and law, School of Science and Technology, University of New England, Armidale, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Faculty of Science, Agriculture, Business and Law, University of New England, Armidale, NSW, Australia","institution_ids":["https://openalex.org/I90745801"]},{"raw_affiliation_string":"Faculty of Science, Agriculture, Business and law, School of Science and Technology, University of New England, Armidale, NSW, Australia","institution_ids":["https://openalex.org/I90745801"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046533689","display_name":"Massimo Salvi","orcid":"https://orcid.org/0000-0001-7225-7401"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo Salvi","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","Department of Electronics and Telecommunications Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Electronics and Telecommunications Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012724019","display_name":"Oliver Faust","orcid":"https://orcid.org/0000-0002-3979-4077"},"institutions":[{"id":"https://openalex.org/I51216347","display_name":"Anglia Ruskin University","ror":"https://ror.org/0009t4v78","country_code":"GB","type":"education","lineage":["https://openalex.org/I51216347"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oliver Faust","raw_affiliation_strings":["School of Computing and Information Science, Anglia Ruskin University Cambridge Campus, Cambridge, U.K","School of Computing and Information Science, Anglia Ruskin University Cambridge Campus, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Science, Anglia Ruskin University Cambridge Campus, Cambridge, U.K","institution_ids":["https://openalex.org/I51216347"]},{"raw_affiliation_string":"School of Computing and Information Science, Anglia Ruskin University Cambridge Campus, United Kingdom","institution_ids":["https://openalex.org/I51216347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016221020","display_name":"Prabal Datta Barua","orcid":"https://orcid.org/0000-0001-5117-8333"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prabal Datta Barua","raw_affiliation_strings":["School of Business (Information System), University of Southern Queensland, Toowoomba, QLD, Australia","School of Business (Information System), University of Southern Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"School of Business (Information System), University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"School of Business (Information System), University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040448774","display_name":"Makiko Kobayashi","orcid":"https://orcid.org/0000-0003-4711-530X"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Makiko Kobayashi","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, Kumamoto University, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027649343","display_name":"Ru\u2010San Tan","orcid":"https://orcid.org/0000-0003-2086-6517"},"institutions":[{"id":"https://openalex.org/I4210147238","display_name":"National Heart Centre Singapore","ror":"https://ror.org/04f8k9513","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210147238"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ru San Tan","raw_affiliation_strings":["Department of Cardiology, National Heart Centre Singapore, Cluny Road, Singapore","Department of Cardiology, National Heart Centre Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Cardiology, National Heart Centre Singapore, Cluny Road, Singapore","institution_ids":["https://openalex.org/I4210147238"]},{"raw_affiliation_string":"Department of Cardiology, National Heart Centre Singapore, Singapore","institution_ids":["https://openalex.org/I4210147238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047035994","display_name":"Filippo Molinari","orcid":"https://orcid.org/0000-0003-1150-2244"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Molinari","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","Department of Electronics and Telecommunications Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Department of Electronics and Telecommunications Politecnico di Torino, Corso Duca degli Abruzzi 24, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005355826","display_name":"Abdul Hafeez\u2010Baig","orcid":"https://orcid.org/0000-0003-3848-8008"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdul Hafeez-Baig","raw_affiliation_strings":["School of Business (Information System), University of Southern Queensland, Toowoomba, QLD, Australia","School of Business (Information System), University of Southern Queensland, Australia"],"affiliations":[{"raw_affiliation_string":"School of Business (Information System), University of Southern Queensland, Toowoomba, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"School of Business (Information System), University of Southern Queensland, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan"],"affiliations":[{"raw_affiliation_string":"International Research Organization for Advanced Science and Technology (IROAST), Kumamoto University, Kumamoto, Japan","institution_ids":["https://openalex.org/I96036126"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5025763022"],"corresponding_institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8435,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.877661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"25026","last_page":"25044"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11282","display_name":"Fibromyalgia and Chronic Fatigue Syndrome Research","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11282","display_name":"Fibromyalgia and Chronic Fatigue Syndrome Research","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fibromyalgia","display_name":"Fibromyalgia","score":0.752230167388916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5207107663154602},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2718108296394348},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16663527488708496}],"concepts":[{"id":"https://openalex.org/C2777831278","wikidata":"https://www.wikidata.org/wiki/Q540571","display_name":"Fibromyalgia","level":2,"score":0.752230167388916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5207107663154602},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2718108296394348},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16663527488708496}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3539196","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539196","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:rune.une.edu.au:1959.11/64823","is_oa":true,"landing_page_url":"https://hdl.handle.net/1959.11/64823","pdf_url":"https://rune.une.edu.au/bitstreams/515f889c-9902-4843-a829-2b24012e5786/download","source":{"id":"https://openalex.org/S7407055448","display_name":"RUNE (Research UNE)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:e6376bb74a924bc78bc7ec4e1add004a","is_oa":true,"landing_page_url":"https://doaj.org/article/e6376bb74a924bc78bc7ec4e1add004a","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":"IEEE Access, Vol 13, Pp 25026-25044 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3539196","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539196","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W44719938","https://openalex.org/W100338295","https://openalex.org/W1555850765","https://openalex.org/W1895939981","https://openalex.org/W1901616594","https://openalex.org/W1911974456","https://openalex.org/W1968713601","https://openalex.org/W1970256069","https://openalex.org/W1971075103","https://openalex.org/W1972885135","https://openalex.org/W1973745034","https://openalex.org/W1999788905","https://openalex.org/W2024192965","https://openalex.org/W2028128741","https://openalex.org/W2039457801","https://openalex.org/W2049056319","https://openalex.org/W2078247282","https://openalex.org/W2091238378","https://openalex.org/W2116120138","https://openalex.org/W2121425536","https://openalex.org/W2142829723","https://openalex.org/W2160820922","https://openalex.org/W2199767163","https://openalex.org/W2241822774","https://openalex.org/W2297433972","https://openalex.org/W2330107465","https://openalex.org/W2331525524","https://openalex.org/W2345732630","https://openalex.org/W2408032920","https://openalex.org/W2513715080","https://openalex.org/W2521055200","https://openalex.org/W2571697291","https://openalex.org/W2583251805","https://openalex.org/W2586392118","https://openalex.org/W2616452251","https://openalex.org/W2624121239","https://openalex.org/W2739347289","https://openalex.org/W2739991840","https://openalex.org/W2754371511","https://openalex.org/W2783855212","https://openalex.org/W2791871205","https://openalex.org/W2806781107","https://openalex.org/W2883183943","https://openalex.org/W2935586655","https://openalex.org/W2950800651","https://openalex.org/W2951434619","https://openalex.org/W2970310608","https://openalex.org/W3011724338","https://openalex.org/W3015179736","https://openalex.org/W3033920037","https://openalex.org/W3080443772","https://openalex.org/W3122027688","https://openalex.org/W3137566677","https://openalex.org/W3153764414","https://openalex.org/W3156929142","https://openalex.org/W3163363679","https://openalex.org/W3176557146","https://openalex.org/W3185058937","https://openalex.org/W3203659872","https://openalex.org/W3205011351","https://openalex.org/W4200052276","https://openalex.org/W4200471962","https://openalex.org/W4225425641","https://openalex.org/W4229080698","https://openalex.org/W4292972440","https://openalex.org/W4296050165","https://openalex.org/W4303980782","https://openalex.org/W4309680860","https://openalex.org/W4311849778","https://openalex.org/W4361283237","https://openalex.org/W4367623931","https://openalex.org/W4375951526","https://openalex.org/W4376954852","https://openalex.org/W4385520045","https://openalex.org/W4386531400","https://openalex.org/W4386689007","https://openalex.org/W4386766805","https://openalex.org/W4387195600","https://openalex.org/W4389542562","https://openalex.org/W6714339147","https://openalex.org/W6715446758","https://openalex.org/W6770660020","https://openalex.org/W6910546390"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4214595934","https://openalex.org/W4388088137","https://openalex.org/W3161575893","https://openalex.org/W2018602846","https://openalex.org/W3084246337","https://openalex.org/W164922644","https://openalex.org/W4238722613"],"abstract_inverted_index":{"Fibromyalgia":[0],"syndrome":[1],"(FMS)":[2],"is":[3],"a":[4],"long-lasting":[5],"medical":[6,80],"condition":[7],"that":[8,78,108],"poses":[9],"significant":[10],"challenges":[11],"for":[12],"diagnosis":[13],"and":[14,20,40,65,85,112,122,148],"management":[15],"because":[16],"of":[17,27,45,72,95,99,120,137],"its":[18,52],"complex":[19],"poorly":[21],"understood":[22],"nature.":[23],"It":[24],"affects":[25],"millions":[26],"people":[28],"around":[29],"the":[30,70,73,93,135,145],"globe,":[31],"predominantly":[32],"women,":[33],"causing":[34],"widespread":[35],"pain,":[36],"fatigue,":[37],"cognitive":[38],"impairments,":[39],"mood":[41],"disturbances.":[42],"The":[43],"lack":[44],"objective":[46],"measures":[47],"to":[48,56,106,156],"address":[49],"FMS":[50,67,127,142],"complicates":[51],"assessment,":[53],"often":[54],"leading":[55],"delayed":[57],"or":[58],"misdiagnosed":[59],"cases.":[60],"By":[61],"hindering":[62],"daily":[63],"activities":[64],"productivity,":[66],"negatively":[68],"impacts":[69],"quality":[71],"patient\u2019s":[74],"life.":[75],"Innovative":[76],"approaches":[77],"use":[79],"data,":[81],"such":[82],"as":[83],"bio-signals":[84],"bioimaging,":[86],"combined":[87],"with":[88],"machine":[89],"learning":[90],"techniques,":[91],"hold":[92],"promise":[94],"deepening":[96],"our":[97],"knowledge":[98],"FMS,":[100],"which":[101],"might":[102],"in":[103,140],"turn":[104],"lead":[105],"systems":[107],"offer":[109],"efficient,":[110],"precise,":[111],"personalized":[113],"physician":[114],"support.":[115],"Furthermore,":[116],"artificial":[117,138],"intelligence-driven":[118],"identification":[119],"biomarkers":[121],"patient":[123],"subgroups":[124],"could":[125],"improve":[126],"management.":[128],"In":[129],"this":[130],"systematic":[131],"review,":[132],"we":[133],"explore":[134],"role":[136],"intelligence":[139],"understanding":[141],"pathophysiology,":[143],"discuss":[144],"present":[146],"limitations,":[147],"shed":[149],"light":[150],"on":[151],"future":[152],"research":[153],"avenues,":[154],"aiming":[155],"translate":[157],"findings":[158],"into":[159],"improved":[160],"clinical":[161],"outcomes.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}