{"id":"https://openalex.org/W4377089520","doi":"https://doi.org/10.1109/ner52421.2023.10123801","title":"Global classification of intentional movement across upper limb myoelectric pattern recognition-controlled prosthesis users","display_name":"Global classification of intentional movement across upper limb myoelectric pattern recognition-controlled prosthesis users","publication_year":2023,"publication_date":"2023-04-24","ids":{"openalex":"https://openalex.org/W4377089520","doi":"https://doi.org/10.1109/ner52421.2023.10123801"},"language":"en","primary_location":{"id":"doi:10.1109/ner52421.2023.10123801","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ner52421.2023.10123801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)","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":"https://openalex.org/A5086099773","display_name":"Nathaniel Stambaugh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123577","display_name":"Coapt (United States)","ror":"https://ror.org/03v50hq42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210123577"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nathaniel Stambaugh","raw_affiliation_strings":["Reasearch & Grants Coapt, LLC,Chicago,IL,USA"],"affiliations":[{"raw_affiliation_string":"Reasearch & Grants Coapt, LLC,Chicago,IL,USA","institution_ids":["https://openalex.org/I4210123577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084788671","display_name":"Zachary A. Wright","orcid":"https://orcid.org/0000-0002-2979-7506"},"institutions":[{"id":"https://openalex.org/I4210123577","display_name":"Coapt (United States)","ror":"https://ror.org/03v50hq42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210123577"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary A. Wright","raw_affiliation_strings":["Research & Grants Coapt, LLC,Chicago,IL,USA"],"affiliations":[{"raw_affiliation_string":"Research & Grants Coapt, LLC,Chicago,IL,USA","institution_ids":["https://openalex.org/I4210123577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086099773"],"corresponding_institution_ids":["https://openalex.org/I4210123577"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06079467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"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":1.0,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6728246212005615},{"id":"https://openalex.org/keywords/prosthesis","display_name":"Prosthesis","score":0.6224247813224792},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5743101239204407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5484620928764343},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5202013850212097},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.46244269609451294},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3579323887825012},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3364379405975342},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.21617403626441956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6728246212005615},{"id":"https://openalex.org/C2778715743","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthesis","level":2,"score":0.6224247813224792},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5743101239204407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5484620928764343},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5202013850212097},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.46244269609451294},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3579323887825012},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3364379405975342},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.21617403626441956},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ner52421.2023.10123801","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ner52421.2023.10123801","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2106526692","https://openalex.org/W2115384863","https://openalex.org/W2119008936","https://openalex.org/W2123167643","https://openalex.org/W2171188488","https://openalex.org/W2186425670","https://openalex.org/W2892206633","https://openalex.org/W2953030885","https://openalex.org/W3217004569","https://openalex.org/W6804567002"],"related_works":["https://openalex.org/W2376139493","https://openalex.org/W2911808920","https://openalex.org/W2141253262","https://openalex.org/W3156756500","https://openalex.org/W4251090744","https://openalex.org/W2386293158","https://openalex.org/W2433638048","https://openalex.org/W4282981700","https://openalex.org/W2006061919","https://openalex.org/W2998716555"],"abstract_inverted_index":{"One":[0],"idealized":[1],"vision":[2,160],"of":[3,41,79,104,183,233],"advanced":[4],"upper":[5,247],"limb":[6,248],"prosthetic":[7,65],"control":[8,21,63],"is":[9,136],"a":[10,76,91,140,155,180,192,198,201,234,254],"plug-and-play":[11],"design":[12],"that":[13,168],"any":[14,173,244],"new":[15],"user":[16],"can":[17,44,240],"don":[18],"and":[19,43,121,164,229],"instantly":[20],"attached":[22],"devices":[23],"as":[24,197],"intended.":[25],"Traditional":[26],"body-powered":[27],"prostheses":[28,52,89],"are":[29,36],"likely":[30],"the":[31,97,112,131],"closest":[32],"available":[33],"option":[34],"but":[35,67],"limited":[37,77],"in":[38,115],"their":[39,64,101],"range":[40],"motion":[42,171,209,212],"have":[45,219],"negative":[46],"long-term":[47],"impacts.":[48],"Basic":[49],"dual-site":[50],"myoelectric-controlled":[51,255],"require":[53],"only":[54,74],"minor":[55],"adjustments":[56],"prior":[57],"to":[58,62,71,108,126,138,195,205,252],"users":[59,190,228],"being":[60],"able":[61],"device,":[66],"still":[68],"requires":[69],"training":[70,185],"learn":[72],"despite":[73],"having":[75],"number":[78],"motions":[80],"available.":[81],"This":[82],"contrasts":[83],"with":[84,246],"state-of-the-art":[85],"myoelectric":[86,146],"pattern":[87,147,174],"recognition-controlled":[88],"where":[90],"machine":[92,165],"learning":[93,166],"algorithm":[94],"also":[95],"learns":[96],"individual":[98],"user;":[99],"specifically,":[100],"unique":[102],"patterns":[103,118],"muscle":[105,116],"activity":[106,117],"corresponding":[107],"prosthesis":[109,143,170,224],"motions.":[110],"However,":[111],"wide":[113],"variation":[114],"both":[119],"within":[120],"between":[122],"users,":[123],"mainly":[124],"due":[125],"physiological":[127],"differences,":[128],"has":[129],"been":[130],"primary":[132],"reason":[133],"why":[134],"it":[135],"difficult":[137],"develop":[139],"true":[141],"off-the-shelf":[142],"component":[144],"for":[145,172,213,226],"recognition":[148,175],"control.":[149],"In":[150],"this":[151,159],"paper,":[152],"we":[153,178],"take":[154],"small":[156],"step":[157],"towards":[158],"by":[161,243],"investigating":[162],"statistical":[163],"methods":[167],"classify":[169],"user.":[176],"Specifically,":[177],"use":[179,253],"large":[181],"dataset":[182],"EMG":[184],"data":[186],"collected":[187],"from":[188],"191":[189],"over":[191],"six-month":[193],"period":[194],"develop,":[196],"first":[199],"step,":[200],"binary":[202],"classifier":[203],"built":[204],"simply":[206],"identify":[207],"intended":[208],"or":[210],"no":[211],"all":[214],"users.":[215],"Our":[216],"results":[217],"could":[218],"an":[220],"immediate":[221],"impact":[222],"on":[223],"performance":[225],"current":[227],"justify":[230],"further":[231],"development":[232],"potential":[235],"global":[236],"classification":[237],"model":[238],"which":[239],"be":[241],"used":[242],"persons":[245],"difference":[249],"who":[250],"wish":[251],"prosthesis.":[256]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}