{"id":"https://openalex.org/W3081771709","doi":"https://doi.org/10.1109/embc44109.2020.9175993","title":"Dynamic Analysis of Muscle Coordination at Different Force Levels during Grip and Pinch with Multiplex Recurrence Network","display_name":"Dynamic Analysis of Muscle Coordination at Different Force Levels during Grip and Pinch with Multiplex Recurrence Network","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081771709","doi":"https://doi.org/10.1109/embc44109.2020.9175993","mag":"3081771709","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018826"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5100385263","display_name":"Na Zhang","orcid":"https://orcid.org/0000-0002-6771-1697"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Zhang","raw_affiliation_strings":["Laboratory of Rehabilitation Engineering, Department of Biomedical Engineering, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Rehabilitation Engineering, Department of Biomedical Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659974","display_name":"Na Wei","orcid":"https://orcid.org/0000-0002-1039-5937"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Wei","raw_affiliation_strings":["Department of Geriatrics, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geriatrics, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343520","display_name":"Ke Li","orcid":"https://orcid.org/0000-0002-8660-0116"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Li","raw_affiliation_strings":["Laboratory of Rehabilitation Engineering, Department of Biomedical Engineering, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Rehabilitation Engineering, Department of Biomedical Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"104","issue":null,"first_page":"3788","last_page":"3791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9997000098228455,"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":0.9997000098228455,"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/T10982","display_name":"Motor Control and Adaptation","score":0.9976000189781189,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.479096919298172},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.45791712403297424},{"id":"https://openalex.org/keywords/contraction","display_name":"Contraction (grammar)","score":0.44952359795570374},{"id":"https://openalex.org/keywords/pinch","display_name":"Pinch","score":0.43350714445114136},{"id":"https://openalex.org/keywords/muscle-contraction","display_name":"Muscle contraction","score":0.4290798604488373},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.385817289352417},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.3846026659011841},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.2893601059913635},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25706905126571655},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.24911782145500183},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.23170214891433716},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2083863615989685},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10861441493034363}],"concepts":[{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.479096919298172},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.45791712403297424},{"id":"https://openalex.org/C163415756","wikidata":"https://www.wikidata.org/wiki/Q126473","display_name":"Contraction (grammar)","level":2,"score":0.44952359795570374},{"id":"https://openalex.org/C14480152","wikidata":"https://www.wikidata.org/wiki/Q944644","display_name":"Pinch","level":2,"score":0.43350714445114136},{"id":"https://openalex.org/C2776050358","wikidata":"https://www.wikidata.org/wiki/Q127006","display_name":"Muscle contraction","level":2,"score":0.4290798604488373},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.385817289352417},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3846026659011841},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.2893601059913635},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25706905126571655},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24911782145500183},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.23170214891433716},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2083863615989685},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10861441493034363},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9175993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018826","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018826","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1484809412","https://openalex.org/W1846460470","https://openalex.org/W2003190632","https://openalex.org/W2004210302","https://openalex.org/W2012041110","https://openalex.org/W2023287718","https://openalex.org/W2026828908","https://openalex.org/W2044242423","https://openalex.org/W2045902658","https://openalex.org/W2050483833","https://openalex.org/W2050766178","https://openalex.org/W2052838081","https://openalex.org/W2068051405","https://openalex.org/W2081421553","https://openalex.org/W2089543495","https://openalex.org/W2089745666","https://openalex.org/W2117662665","https://openalex.org/W2276477818","https://openalex.org/W2317215606","https://openalex.org/W2788668814","https://openalex.org/W2806796217","https://openalex.org/W3099697615","https://openalex.org/W6752248224"],"related_works":["https://openalex.org/W2362448193","https://openalex.org/W2393800486","https://openalex.org/W2275907151","https://openalex.org/W2437573122","https://openalex.org/W2324834323","https://openalex.org/W1989152643","https://openalex.org/W2414160678","https://openalex.org/W2413714441","https://openalex.org/W2046678612","https://openalex.org/W2030579008"],"abstract_inverted_index":{"Muscle":[0],"synergistic":[1,246,292],"contraction":[2],"to":[3,113,117,160,245],"produce":[4],"force":[5,64,92,121,208,220,247,251,298,311],"has":[6],"been":[7,33],"recognized":[8],"as":[9,23,122,124,323],"an":[10,115,278],"important":[11],"neurophysiological":[12],"mechanism":[13],"in":[14,39,107,258,264],"neuromuscular":[15,319,326],"system.":[16],"Despite":[17],"a":[18,303],"range":[19],"of":[20,41,44,58,83,156,175,199,240,268,273,291,294,318],"approaches,":[21],"such":[22],"nonnegative":[24],"matrix":[25],"factorization":[26],"or":[27,321],"principal":[28],"component":[29],"analysis":[30,40],"that":[31,170,185,226],"have":[32],"widely":[34],"used,":[35],"limitations":[36],"still":[37,51],"exist":[38],"dynamic":[42,60,81,282],"coordination":[43,61,82,229,255,284,309],"multiple":[45,84],"muscles.":[46],"In":[47],"addition,":[48],"it":[49],"is":[50,243],"less":[52],"studied":[53],"about":[54],"the":[55,71,80,108,119,143,151,194,216,227,250,289,316],"potential":[56],"difference":[57],"muscle":[59,162,165,201,295,308],"at":[62,87,188],"different":[63,236],"levels":[65,93],"during":[66,94,179,186,203,310],"grip":[67,97,114,180,187,204,232],"and":[68,90,96,140,150,164,172,190,196,233,237,270,285],"pinch":[69,95,234],"within":[70],"same":[72],"framework.":[73],"With":[74,249],"this":[75,77],"aim,":[76],"study":[78,276,301],"analyzed":[79,141],"upper-limb":[85,138],"muscles":[86,139,218,228,242,266,283],"low,":[88],"medium":[89,189],"high":[91,191],"with":[98,206,219],"multiplex":[99],"recurrence":[100],"network":[101],"(MRN).":[102],"Twenty-four":[103],"healthy":[104],"subjects":[105],"participated":[106],"experiment.":[109],"Subjects":[110],"were":[111,134,158,181,213,235],"instructed":[112],"apparatus":[116],"match":[118],"target":[120],"stably":[123],"they":[125],"could":[126],"for":[127,215,281,297,307,325],"10":[128],"s.":[129],"Surface":[130],"electromyographic":[131],"(sEMG)":[132],"signals":[133],"recorded":[135],"from":[136],"8":[137],"by":[142],"MRN.":[144],"The":[145],"interlayer":[146],"mutual":[147],"information":[148],"(I)":[149],"average":[152],"edge":[153],"overlap":[154],"(\u03c9)":[155],"MRNs":[157,178],"calculated":[159],"quantify":[161],"correlation":[163],"synchronization,":[166],"respectively.":[167],"Results":[168],"showed":[169],"I":[171,195],"\u03c9":[173,197],"values":[174,198],"extrinsic":[176,200,241,259],"muscles'":[177,254],"significantly":[182],"higher":[183,238],"than":[184],"force.":[192],"Furthermore,":[193],"networks":[202],"increased":[205],"augmented":[207,257],"levels.":[209,222],"No":[210],"significant":[211],"changes":[212],"found":[214],"intrinsic":[217,265],"output":[221,252],"These":[223],"findings":[224],"indicate":[225],"patterns":[230],"between":[231],"co-contraction":[239],"favorable":[244],"production.":[248],"increased,":[253],"was":[256],"muscles,":[260],"but":[261],"no":[262],"change":[263],"because":[267],"independent":[269],"complicated":[271],"control":[272,293],"fingers.":[274],"This":[275],"provides":[277,286,302],"analytical":[279,305],"tool":[280,306],"insights":[287],"into":[288],"mechanisms":[290],"contractions":[296],"production.Clinical":[299],"Relevance-This":[300],"novel":[304],"production,":[312],"which":[313],"may":[314],"facilitate":[315],"evaluation":[317],"function":[320],"serve":[322],"indicators":[324],"disorders.":[327]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
