{"id":"https://openalex.org/W4402809090","doi":"https://doi.org/10.1109/jiot.2024.3467176","title":"FuzzyGuard: A Novel Multimodal Neuro-Fuzzy Framework for COPD Early Diagnosis","display_name":"FuzzyGuard: A Novel Multimodal Neuro-Fuzzy Framework for COPD Early Diagnosis","publication_year":2024,"publication_date":"2024-09-24","ids":{"openalex":"https://openalex.org/W4402809090","doi":"https://doi.org/10.1109/jiot.2024.3467176"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3467176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3467176","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","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/A5091411662","display_name":"Santosh Kumar","orcid":"https://orcid.org/0000-0003-2264-9014"},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]},{"id":"https://openalex.org/I4387155265","display_name":"International Institute of Information Technology","ror":"https://ror.org/016kfyg29","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387155265"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Santosh Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, International Institute of Information Technology Naya Raipur, Naya Raipur, India","Department of Computer Science and Engineering, IIIT Naya Raipur, Chhattisgarh, India"],"raw_orcid":"https://orcid.org/0000-0003-2264-9014","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, International Institute of Information Technology Naya Raipur, Naya Raipur, India","institution_ids":["https://openalex.org/I188963388"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, IIIT Naya Raipur, Chhattisgarh, India","institution_ids":["https://openalex.org/I4387155265"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alexey V. Shvetsov","orcid":"https://orcid.org/0000-0002-6634-1727"},"institutions":[{"id":"https://openalex.org/I131550537","display_name":"North-Eastern Federal University","ror":"https://ror.org/02p6aa271","country_code":"RU","type":"education","lineage":["https://openalex.org/I131550537"]},{"id":"https://openalex.org/I9115533","display_name":"Moscow Polytechnic University","ror":"https://ror.org/03paz2a60","country_code":"RU","type":"education","lineage":["https://openalex.org/I9115533"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey V. Shvetsov","raw_affiliation_strings":["Department of Operation of Road Transport and Car Service, North-Eastern Federal University, Yakutsk, Russia","Department of Smart Technologies, Moscow Polytechnic University, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6634-1727","affiliations":[{"raw_affiliation_string":"Department of Operation of Road Transport and Car Service, North-Eastern Federal University, Yakutsk, Russia","institution_ids":["https://openalex.org/I131550537"]},{"raw_affiliation_string":"Department of Smart Technologies, Moscow Polytechnic University, Moscow, Russia","institution_ids":["https://openalex.org/I9115533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012786887","display_name":"Saeed Hamood Alsamhi","orcid":"https://orcid.org/0000-0003-2857-6979"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saeed Hamood Alsamhi","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Informatics, Korea University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-2857-6979","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Informatics, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091411662"],"corresponding_institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387155265"],"apc_list":null,"apc_paid":null,"fwci":5.2133,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96201823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"8","first_page":"9627","last_page":"9637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/computer-science","display_name":"Computer science","score":0.7568519115447998},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5358710289001465},{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.4818226397037506},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4649812877178192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3887116312980652},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23893550038337708},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16826018691062927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7568519115447998},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5358710289001465},{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.4818226397037506},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4649812877178192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3887116312980652},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23893550038337708},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16826018691062927},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3467176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3467176","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2083477681","https://openalex.org/W3025772309","https://openalex.org/W3026779156","https://openalex.org/W3193254256","https://openalex.org/W4200534512","https://openalex.org/W4210258675","https://openalex.org/W4210699215","https://openalex.org/W4220693559","https://openalex.org/W4220750123","https://openalex.org/W4226065476","https://openalex.org/W4282932325","https://openalex.org/W4295242301","https://openalex.org/W4296338482","https://openalex.org/W4383428007","https://openalex.org/W4388561837","https://openalex.org/W4389076299","https://openalex.org/W4391326542","https://openalex.org/W4391948475","https://openalex.org/W4399343501"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2624812451","https://openalex.org/W3146691973","https://openalex.org/W2077427688","https://openalex.org/W2460301894","https://openalex.org/W2319967452","https://openalex.org/W3021010435","https://openalex.org/W3142286882","https://openalex.org/W4245372082"],"abstract_inverted_index":{"Early":[0],"detection":[1],"is":[2,68,82,157],"critical":[3],"to":[4,54,87,189],"effectively":[5],"and":[6,14,46,51,58,76,112,131,172,191,208,213],"efficiently":[7],"managing":[8],"chronic":[9],"obstructive":[10],"pulmonary":[11],"disease":[12],"(COPD)":[13],"improving":[15],"patient":[16,211],"outcomes.":[17,216],"To":[18],"enhance":[19],"early":[20,77,178,184],"COPD":[21,78,143,181],"detection,":[22],"this":[23],"article":[24],"presents":[25],"a":[26,151,200],"new":[27],"multimodal":[28],"neuro-fuzzy":[29,62],"framework":[30,122],"called":[31],"\u201cFuzzyGuard.\u201d":[32],"FuzzyGuard":[33,71,80,195],"uses":[34],"ensemble":[35,116],"learning":[36,93,118],"on":[37,183],"various":[38],"datasets,":[39],"such":[40],"as":[41,136,138],"computed":[42],"tomography":[43],"(CT)":[44],"scans":[45],"audio":[47],"recordings":[48],"of":[49,110,165,175,180,206],"coughs":[50],"lung":[52,139],"sounds,":[53],"guarantee":[55],"comprehensive":[56],"analysis":[57],"accurate":[59],"diagnosis.":[60],"The":[61],"random":[63,152],"vector":[64],"functional":[65],"link":[66],"(RVFL)":[67],"used":[69],"in":[70,203],"for":[72,142,177],"clinical":[73],"relevance":[74],"evaluation":[75],"prediction.":[79],"flexibility":[81],"increased":[83],"by":[84,159],"using":[85,145],"RVFL":[86,147],"pick":[88],"hyperparameter":[89],"tuning":[90],"parameters,":[91],"including":[92],"rate":[94],"<inline-formula":[95,102],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[96,103],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[97,104],"<tex-math":[98,105],"notation=\"LaTeX\">$(\\eta)$":[99],"</tex-math></inline-formula>,":[100,107],"momentum":[101],"notation=\"LaTeX\">$(\\mu)$":[106],"the":[108,120,127,160,204],"number":[109],"epochs,":[111],"regularization":[113],"coefficient.":[114],"Using":[115],"deep":[117],"techniques,":[119],"FuzzyGuard-based":[121],"extracts":[123],"discriminating":[124],"features":[125],"from":[126,134],"chest":[128,192],"diagnostic":[129],"images":[130],"sputum":[132],"samples":[133,141],"cough,":[135],"well":[137],"sound":[140],"classification":[144],"an":[146],"network,":[148],"initialized":[149],"with":[150],"vector.":[153],"FuzzyGuard\u2019s":[154],"excellent":[155],"accuracy":[156],"demonstrated":[158],"assessment,":[161],"which":[162],"yielded":[163],"rates":[164],"99.97%":[166],"(CT-scan":[167],"model),":[168,171],"96.98%":[169],"(cough-based":[170],"98.65%":[173],"(output":[174],"FuzzyGuard)":[176],"diagnosis":[179,205],"based":[182],"weighted":[185],"sum-fusion":[186],"approaches":[187],"applied":[188],"cough":[190],"X-ray":[193],"data.":[194],"outperforms":[196],"established":[197],"benchmarks,":[198],"marking":[199],"substantial":[201],"leap":[202],"COPD,":[207],"offers":[209],"better":[210],"treatment":[212],"respiratory":[214],"health":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-26T13:28:51.108037","created_date":"2025-10-10T00:00:00"}