{"id":"https://openalex.org/W2028435781","doi":"https://doi.org/10.1109/embc.2012.6346728","title":"Novel cross correlation technique allows crosstalk resistant reflex detection from surface EMG","display_name":"Novel cross correlation technique allows crosstalk resistant reflex detection from surface EMG","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2028435781","doi":"https://doi.org/10.1109/embc.2012.6346728","mag":"2028435781","pmid":"https://pubmed.ncbi.nlm.nih.gov/23366689"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2012.6346728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","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/A5110012291","display_name":"M.B. Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"M. B. Jensen","raw_affiliation_strings":["Integrative Neuroscience group within Centerfor Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, Denmark. mbj@hst.aau.dk","Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrative Neuroscience group within Centerfor Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, Denmark. mbj@hst.aau.dk","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083496609","display_name":"Ken Steffen Frahm","orcid":"https://orcid.org/0000-0003-0324-3756"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"K. S. Frahm","raw_affiliation_strings":["Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041312093","display_name":"Jos\u00e9 Biurrun Manresa","orcid":"https://orcid.org/0000-0003-4060-9665"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jose Biurrun Manresa","raw_affiliation_strings":["Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084841064","display_name":"Ole K\u00e6seler Andersen","orcid":"https://orcid.org/0000-0001-6307-8786"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"O. K. Andersen","raw_affiliation_strings":["Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, University of Aalborg, Aalborg Ost, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"Integrative Neuroscience group within Center for Sensory-Motor Interaction (SMI), Department of Health Science and Technology, Aalborg University, Fredrik Bajers vej 7, Aalborg \u00d8st, 9220 Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":0.6396,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64391457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"43","issue":null,"first_page":"3531","last_page":"3534"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reflex","display_name":"Reflex","score":0.7690807580947876},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7512555718421936},{"id":"https://openalex.org/keywords/h-reflex","display_name":"H-reflex","score":0.6864854097366333},{"id":"https://openalex.org/keywords/crosstalk","display_name":"Crosstalk","score":0.5532335042953491},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.4083535075187683},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3398503065109253},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28414398431777954},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.21895352005958557},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.21855777502059937},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.14508521556854248},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08554643392562866}],"concepts":[{"id":"https://openalex.org/C83974742","wikidata":"https://www.wikidata.org/wiki/Q179405","display_name":"Reflex","level":2,"score":0.7690807580947876},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7512555718421936},{"id":"https://openalex.org/C10064560","wikidata":"https://www.wikidata.org/wiki/Q1562476","display_name":"H-reflex","level":3,"score":0.6864854097366333},{"id":"https://openalex.org/C169822122","wikidata":"https://www.wikidata.org/wiki/Q230187","display_name":"Crosstalk","level":2,"score":0.5532335042953491},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.4083535075187683},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3398503065109253},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28414398431777954},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.21895352005958557},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21855777502059937},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.14508521556854248},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08554643392562866}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012018","descriptor_name":"Reflex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012018","descriptor_name":"Reflex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012018","descriptor_name":"Reflex","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2012.6346728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2012.6346728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:23366689","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23366689","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":"Journal Article"},{"id":"pmh:oai:pure.atira.dk:publications/723a04c3-d1b5-43f3-b363-39e25ec4886f","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/723a04c3-d1b5-43f3-b363-39e25ec4886f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W75254316","https://openalex.org/W1852551756","https://openalex.org/W1966421650","https://openalex.org/W2005066302","https://openalex.org/W2062559886","https://openalex.org/W2066680498","https://openalex.org/W2087043679","https://openalex.org/W2128544752","https://openalex.org/W2161707186"],"related_works":["https://openalex.org/W2376139493","https://openalex.org/W2911808920","https://openalex.org/W1966764948","https://openalex.org/W2884699334","https://openalex.org/W1983835766","https://openalex.org/W2742678085","https://openalex.org/W2162148496","https://openalex.org/W2098794160","https://openalex.org/W2002977401","https://openalex.org/W2337557761"],"abstract_inverted_index":{"Existing":[0],"methods":[1],"for":[2,36,68,143,164,203],"withdrawal":[3],"reflex":[4,55,69,119,144,168,189,206],"detection":[5,26,70,106,120,169,190],"from":[6,95],"surface":[7],"electromyography":[8,137],"(sEMG)":[9],"do":[10],"not":[11],"consider":[12],"the":[13,37,85,96,111,179],"potential":[14],"presence":[15,180],"of":[16,45,76,110,123,158,181],"electrical":[17,150],"crosstalk,":[18,51],"which":[19],"in":[20],"practical":[21],"applications":[22],"may":[23,199],"entail":[24],"reduced":[25],"accuracy.":[27],"This":[28],"study":[29],"estimated":[30,163],"muscle":[31,86],"fiber":[32],"conduction":[33],"velocities":[34],"(CV)":[35],"tibialis":[38],"anterior":[39],"(TA)":[40],"and":[41,49,63,90,101,131],"soleus":[42],"(SOL)":[43],"muscles":[44],"both":[46,129],"genuine":[47,165],"reflexes":[48],"identified":[50],"measured":[52],"during":[53],"antagonistic":[54],"responses.":[56],"These":[57],"estimations":[58],"were":[59,88,93,153],"used":[60,140],"to":[61,72,116,149,178],"develop":[62],"assess":[64],"a":[65,117],"novel":[66],"method":[67,121],"resistant":[71],"crosstalk.":[73,182],"Cross":[74],"correlations":[75],"two":[77,91],"single":[78],"differential":[79,133],"(SD)":[80],"sEMG":[81],"signals":[82],"recorded":[83],"along":[84],"fibers":[87],"performed":[89],"features":[92,113],"extracted":[94,112],"resulting":[97],"correlograms":[98],"(average":[99],"CV":[100,147,162],"maximal":[102],"cross":[103,185],"correlation).":[104],"Reflex":[105],"based":[107],"on":[108,128],"evaluation":[109],"was":[114,139],"compared":[115],"conventional":[118],"(thresholding":[122],"interval":[124],"peak":[125],"z-scores),":[126],"applied":[127],"SD":[130],"double":[132],"(DD)":[134],"sEMG.":[135],"Intramuscular":[136],"(iEMG)":[138],"as":[141],"validation":[142],"detection.":[145,207],"Apparent":[146],"due":[148,177],"crosstalk":[151],"alone":[152],"more":[154,204],"than":[155,161],"one":[156],"order":[157],"magnitude":[159],"higher":[160],"reflexes.":[166],"Conventional":[167],"showed":[170],"excellent":[171],"sensitivity":[172],"but":[173],"poor":[174],"specificity":[175,194],"(0.19-0.76)":[176],"In":[183],"contrast,":[184],"correlation":[186],"analysis":[187],"allowed":[188],"with":[191],"significantly":[192],"improved":[193],"(0.91-0.97).":[195],"The":[196],"developed":[197],"methodology":[198],"be":[200],"readily":[201],"implemented":[202],"reliable":[205]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}