{"id":"https://openalex.org/W4407760319","doi":"https://doi.org/10.1145/3711129.3711188","title":"A Comparative Analysis of Muscle Synergies in Upper Limb Amputees at Different Stages of Recovery and the Able-bodied Based on EMG Signal Processing","display_name":"A Comparative Analysis of Muscle Synergies in Upper Limb Amputees at Different Stages of Recovery and the Able-bodied Based on EMG Signal Processing","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407760319","doi":"https://doi.org/10.1145/3711129.3711188"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711188","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711129.3711188","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3711129.3711188","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113145132","display_name":"Xi Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xi Jin","raw_affiliation_strings":["School of Engineering, University of Birmingham, Birmingham, United Kingdom"],"raw_orcid":"https://orcid.org/0009-0000-2593-6890","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Birmingham, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113145132"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24057007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/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"}}],"keywords":[{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.595899760723114},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.5482247471809387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.539357602596283},{"id":"https://openalex.org/keywords/upper-limb","display_name":"Upper limb","score":0.4874284565448761},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4603000283241272},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.43002837896347046},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4073214530944824},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1355970799922943},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13205882906913757}],"concepts":[{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.595899760723114},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5482247471809387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.539357602596283},{"id":"https://openalex.org/C2776660947","wikidata":"https://www.wikidata.org/wiki/Q841423","display_name":"Upper limb","level":2,"score":0.4874284565448761},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4603000283241272},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43002837896347046},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4073214530944824},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1355970799922943},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13205882906913757},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"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:10.1145/3711129.3711188","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711129.3711188","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3711129.3711188","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3711129.3711188","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2735762883","https://openalex.org/W2928979496","https://openalex.org/W2950241128","https://openalex.org/W2965311422","https://openalex.org/W3032409589","https://openalex.org/W3093348758","https://openalex.org/W3135491679","https://openalex.org/W3138440267","https://openalex.org/W4324116526","https://openalex.org/W4379231761","https://openalex.org/W4386190931","https://openalex.org/W4386499060","https://openalex.org/W6715680479"],"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":{"Nowadays,":[0],"most":[1],"of":[2,8,18,26,57,66,88,93,112,131,144,150,176,182],"the":[3,6,14,24,42,46,54,62,75,85,127,132,154,177,187],"research":[4],"on":[5,13],"rehabilitation":[7,94,158,188,197],"upper":[9,47,71,86,133,183],"limb":[10,49,72,87,134,184],"amputees":[11,73,89,185],"focuses":[12],"control":[15],"and":[16,30,64,108,117,140,165,190],"design":[17],"prostheses,":[19],"with":[20,110,156],"increasing":[21],"advancements":[22],"in":[23,45,70,84,148,179],"production":[25],"multifunctional,":[27],"self-recognizable,":[28],"durable,":[29],"intuitive":[31],"prosthetic":[32],"devices.":[33],"Nevertheless,":[34],"few":[35],"studies":[36],"have":[37],"been":[38],"concerned":[39],"about":[40],"how":[41],"muscle":[43,68,82,128,167,180],"activity":[44],"residual":[48,67],"gradually":[50],"reconfigures":[51],"itself":[52],"throughout":[53],"different":[55,91],"stages":[56,92],"rehabilitation.":[58,80],"This":[59,170],"paper":[60],"explores":[61],"realignment":[63],"reconstruction":[65],"synergies":[69,83,181],"through":[74],"neuromuscular":[76],"system":[77],"during":[78,186],"long-term":[79],"The":[81,120],"at":[90],"are":[95],"extracted":[96],"from":[97,101],"Electromyography":[98],"signals":[99],"obtained":[100],"public":[102],"datasets":[103],"using":[104],"non-negative":[105],"matrix":[106],"factorisation,":[107],"compared":[109],"those":[111,143],"able-bodied":[113,145],"individuals":[114],"for":[115,195],"comparative":[116],"similarity":[118],"analyses.":[119],"findings":[121],"show":[122],"that":[123],"after":[124],"extended":[125],"rehabilitation,":[126],"synergy":[129,168],"patterns":[130],"amputee":[135,155],"become":[136],"increasingly":[137],"complex,":[138],"balanced,":[139],"similar":[141],"to":[142],"individuals,":[146],"particularly":[147],"terms":[149],"primary":[151],"synergy,":[152],"whereas":[153],"shorter":[157],"periods":[159],"still":[160],"exhibits":[161],"a":[162,173,192],"more":[163],"rudimentary":[164],"dependent":[166],"structure.":[169],"study":[171],"provides":[172],"comprehensive":[174],"understanding":[175],"changes":[178],"process":[189],"offers":[191],"scientific":[193],"basis":[194],"clinical":[196],"practice.":[198]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}