{"id":"https://openalex.org/W4392255632","doi":"https://doi.org/10.1145/3633637.3633647","title":"Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography","display_name":"Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4392255632","doi":"https://doi.org/10.1145/3633637.3633647"},"language":"en","primary_location":{"id":"doi:10.1145/3633637.3633647","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633637.3633647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-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":null,"display_name":"Yue Ma","orcid":"https://orcid.org/0009-0007-0773-4831"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Ma","raw_affiliation_strings":["Shanghai University, China"],"raw_orcid":"https://orcid.org/0009-0007-0773-4831","affiliations":[{"raw_affiliation_string":"Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032578786","display_name":"Banghua Yang","orcid":"https://orcid.org/0000-0003-4261-9875"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Banghua Yang","raw_affiliation_strings":["Shanghai University, China"],"raw_orcid":"https://orcid.org/0000-0003-4261-9875","affiliations":[{"raw_affiliation_string":"Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077847021","display_name":"Peng Zan","orcid":"https://orcid.org/0000-0003-2588-2188"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zan","raw_affiliation_strings":["Shanghai University, China"],"raw_orcid":"https://orcid.org/0000-0003-2588-2188","affiliations":[{"raw_affiliation_string":"Shanghai University, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045720311","display_name":"Yonghuai Zhang","orcid":"https://orcid.org/0009-0006-8865-2207"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yonghuai Zhang","raw_affiliation_strings":["Shanghai Shaonao Technology Co., Ltd., China"],"raw_orcid":"https://orcid.org/0009-0006-8865-2207","affiliations":[{"raw_affiliation_string":"Shanghai Shaonao Technology Co., Ltd., China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":null,"apc_paid":null,"fwci":0.2146,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50088494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sarcopenia","display_name":"Sarcopenia","score":0.8794713020324707},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7061181664466858},{"id":"https://openalex.org/keywords/lumbar","display_name":"Lumbar","score":0.6385310888290405},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6119056940078735},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6033958196640015},{"id":"https://openalex.org/keywords/quality-of-life","display_name":"Quality of life (healthcare)","score":0.47392305731773376},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.47044602036476135},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.44427114725112915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.22170394659042358},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1626509130001068},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11520418524742126}],"concepts":[{"id":"https://openalex.org/C2776214593","wikidata":"https://www.wikidata.org/wiki/Q1787939","display_name":"Sarcopenia","level":2,"score":0.8794713020324707},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7061181664466858},{"id":"https://openalex.org/C44575665","wikidata":"https://www.wikidata.org/wiki/Q1293405","display_name":"Lumbar","level":2,"score":0.6385310888290405},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6119056940078735},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6033958196640015},{"id":"https://openalex.org/C2779951463","wikidata":"https://www.wikidata.org/wiki/Q7268788","display_name":"Quality of life (healthcare)","level":2,"score":0.47392305731773376},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.47044602036476135},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.44427114725112915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22170394659042358},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1626509130001068},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11520418524742126},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633637.3633647","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633637.3633647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1500093205","https://openalex.org/W1870980090","https://openalex.org/W1973993374","https://openalex.org/W1977188639","https://openalex.org/W2034356816","https://openalex.org/W2134924648","https://openalex.org/W2346376580","https://openalex.org/W2996979456","https://openalex.org/W3006344963","https://openalex.org/W4200014273","https://openalex.org/W4205238219","https://openalex.org/W4223655604"],"related_works":["https://openalex.org/W3134134177","https://openalex.org/W3149563891","https://openalex.org/W4379526598","https://openalex.org/W1987413475","https://openalex.org/W2008054780","https://openalex.org/W3127173649","https://openalex.org/W2514733910","https://openalex.org/W4353110892","https://openalex.org/W2979416476","https://openalex.org/W2743174210"],"abstract_inverted_index":{"Sarcopenia":[0],"is":[1,45,70],"a":[2,9,50,87,110],"disease":[3,40],"of":[4,11,26,38,53,60,79,83,104,114,119,135,137,162,181],"the":[5,35,39,54,57,75,115,133,138,149,160,183,189],"elderly":[6],"characterized":[7],"by":[8],"loss":[10],"muscle":[12,15,92,99],"strength":[13],"and":[14,24,62,77,94,117,128,151,156,176],"mass":[16],"that":[17,122],"significantly":[18],"affects":[19],"health":[20,100],"status,":[21],"functional":[22],"independence":[23],"quality":[25,134],"life":[27,136],"in":[28,74],"older":[29],"adults.":[30],"In":[31,140],"order":[32],"to":[33,90,108,131,158],"reduce":[34],"negative":[36],"impact":[37],"on":[41],"individuals,":[42],"diagnosis":[43,78],"alone":[44],"not":[46],"enough;":[47],"we":[48,123],"need":[49],"deeper":[51],"understanding":[52,113],"disease.":[55],"With":[56],"widespread":[58],"use":[59],"smart":[61],"minimally":[63],"invasive":[64],"wearable":[65],"devices,":[66],"surface":[67,143],"electromyography":[68],"(sEMG)":[69],"becoming":[71],"increasingly":[72],"important":[73],"prevention":[76,127],"sarcopenia.":[80,163],"The":[81,102],"availability":[82],"these":[84],"technologies":[85],"provides":[86],"non-invasive":[88],"way":[89],"monitor":[91],"activity":[93],"provide":[95],"detailed":[96],"information":[97],"about":[98],"status.":[101],"application":[103],"sEMG":[105],"allows":[106],"us":[107],"gain":[109],"more":[111],"comprehensive":[112],"development":[116],"progression":[118],"sarcopenia":[120],"so":[121],"can":[124],"adopt":[125],"appropriate":[126],"treatment":[129],"strategies":[130],"improve":[132],"elderly.":[139],"this":[141],"study,":[142],"EMG":[144],"signals":[145],"were":[146,169],"extracted":[147],"from":[148],"multifidus":[150],"lumbar":[152],"iliac":[153],"rib":[154],"muscles":[155],"used":[157],"diagnose":[159],"presence":[161],"Twenty-eight":[164],"subjects":[165],"aged":[166],"\u226550":[167],"years":[168],"recruited":[170],"through":[171],"Shanghai":[172],"Pudong":[173],"Gongli":[174],"Hospital":[175],"compared":[177],"using":[178],"multiple":[179],"classifiers,":[180],"which":[182],"support":[184],"vector":[185],"machine":[186],"classifier":[187],"had":[188],"highest":[190],"accuracy":[191],"rate.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}