{"id":"https://openalex.org/W4294975376","doi":"https://doi.org/10.1109/embc48229.2022.9871578","title":"Detecting anatomical characteristics of single motor units by combining high density electromyography and ultrafast ultrasound: a simulation study","display_name":"Detecting anatomical characteristics of single motor units by combining high density electromyography and ultrafast ultrasound: a simulation study","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975376","doi":"https://doi.org/10.1109/embc48229.2022.9871578","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086608"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871578","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5019401089","display_name":"Marco Carbonaro","orcid":"https://orcid.org/0000-0002-0877-7960"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Carbonaro","raw_affiliation_strings":["Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087351085","display_name":"Silvia Zaccardi","orcid":"https://orcid.org/0000-0002-9133-7762"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Zaccardi","raw_affiliation_strings":["Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073818119","display_name":"Silvia Seoni","orcid":"https://orcid.org/0000-0001-5372-2654"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Seoni","raw_affiliation_strings":["Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Dipartimento di Elettronica e Telecomunicazioni,Torino","Dipartimento di Elettronica e Telecomunicazioni, Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino, Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Dipartimento di Elettronica e Telecomunicazioni,Torino","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Telecomunicazioni, Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino, Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005765556","display_name":"Kristen M. Meiburger","orcid":"https://orcid.org/0000-0002-7302-6135"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Kristen M. Meiburger","raw_affiliation_strings":["Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Dipartimento di Elettronica e Telecomunicazioni,Torino","Dipartimento di Elettronica e Telecomunicazioni, Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino, Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Dipartimento di Elettronica e Telecomunicazioni,Torino","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Telecomunicazioni, Biolab, Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino, Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089947177","display_name":"Alberto Botter","orcid":"https://orcid.org/0000-0002-4797-0667"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Botter","raw_affiliation_strings":["Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino and with the PolitoBIO Med Lab, Politecnico di Torino,Laboratory for Engineering of the Neuromuscular System (LISiN),Dipartimento di Elettronica e Telecomunicazioni,Torino,Italy,10129","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5553,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91105445,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2022","issue":null,"first_page":"748","last_page":"751"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9930999875068665,"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/T11778","display_name":"Electrical and Bioimpedance Tomography","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/electromyography","display_name":"Electromyography","score":0.6847233176231384},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6285089254379272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5618391633033752},{"id":"https://openalex.org/keywords/ultrashort-pulse","display_name":"Ultrashort pulse","score":0.544944703578949},{"id":"https://openalex.org/keywords/excitation","display_name":"Excitation","score":0.46988892555236816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4439982771873474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3914479613304138},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34382718801498413},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3311275541782379},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3268110752105713},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1289801299571991},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08616763353347778}],"concepts":[{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6847233176231384},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6285089254379272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5618391633033752},{"id":"https://openalex.org/C178596936","wikidata":"https://www.wikidata.org/wiki/Q844471","display_name":"Ultrashort pulse","level":3,"score":0.544944703578949},{"id":"https://openalex.org/C83581075","wikidata":"https://www.wikidata.org/wiki/Q1361503","display_name":"Excitation","level":2,"score":0.46988892555236816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4439982771873474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3914479613304138},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34382718801498413},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3311275541782379},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3268110752105713},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1289801299571991},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08616763353347778},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","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":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009119","descriptor_name":"Muscle Contraction","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871578","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086608","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086608","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1809394698","https://openalex.org/W1974390172","https://openalex.org/W2008276678","https://openalex.org/W2045008679","https://openalex.org/W2059478551","https://openalex.org/W2059853994","https://openalex.org/W2083992293","https://openalex.org/W2140382000","https://openalex.org/W2140885872","https://openalex.org/W2153608106","https://openalex.org/W2220146336","https://openalex.org/W3117978234"],"related_works":["https://openalex.org/W2376139493","https://openalex.org/W2006301743","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/W4312903331","https://openalex.org/W4282981700"],"abstract_inverted_index":{"Muscle":[0],"force":[1],"production":[2],"is":[3,104,232],"the":[4,14,19,27,84,95,105,111,115,122,126,129,134,144,151,169,175,178,181,198,219],"result":[5],"of":[6,9,75,110,117,143,156,160,168,184,200,230,241],"a":[7,64,209,233,245],"sequence":[8,87],"electromechanical":[10],"events":[11],"that":[12,191,225],"translate":[13],"neural":[15,157],"drive":[16],"issued":[17],"to":[18,34,66,71,149],"motor":[20],"units":[21],"(MUs)":[22],"into":[23],"tensile":[24],"forces":[25],"on":[26,114,125],"tendon.":[28],"Current":[29],"technology":[30],"allows":[31],"this":[32,60],"phenomenon":[33],"be":[35,46],"investigated":[36],"non-invasively.":[37],"Single":[38],"MU":[39,96,119,130,164,185,202,212],"excitation":[40,158],"and":[41,53,94,133,163,180,203,238,248],"its":[42],"mechanical":[43,239],"response":[44],"can":[45],"studied":[47],"through":[48,174],"high-density":[49],"surface":[50],"electromyography":[51],"(HDsEMG)":[52],"ultrafast":[54,91,249],"ultrasound":[55],"(US)":[56],"imaging":[57],"respectively.":[58],"In":[59],"study,":[61],"we":[62,79],"propose":[63],"method":[65],"integrate":[67],"these":[68],"two":[69,81,170],"techniques":[70],"identify":[72],"anatomical":[73,237],"characteristics":[74,183],"single":[76,242],"MUs.":[77],"Specifically,":[78],"tested":[80,220],"algorithms,":[82],"combining":[83],"tissue":[85],"velocity":[86],"(TVS,":[88],"obtained":[89],"from":[90,99],"US":[92,250],"images),":[93],"firings":[97],"(extracted":[98],"HDsEMG":[100,247],"decomposition).":[101],"The":[102,166],"first":[103],"Spike":[106],"Triggered":[107],"Averaging":[108],"(STA)":[109],"TVS":[112,135,231],"based":[113],"occurrences":[116],"individual":[118],"firings,":[120],"while":[121],"second":[123],"relies":[124],"correlation":[127],"between":[128,177],"firing":[131],"patterns":[132],"spatio-temporal":[136,226],"independent":[137,227],"components":[138],"(STICA).":[139],"A":[140],"simulation":[141],"model":[142],"muscle":[145],"contraction":[146],"was":[147],"adapted":[148],"test":[150],"algorithms":[152,171],"at":[153],"different":[154],"degrees":[155],"(number":[159],"active":[161,201],"MUs)":[162],"synchronization.":[165],"performances":[167],"were":[172],"quantified":[173],"comparison":[176],"simulated":[179],"estimated":[182],"territories":[186],"(size,":[187],"location).":[188],"Results":[189],"show":[190],"both":[192],"approaches":[193],"are":[194],"negatively":[195],"affected":[196],"by":[197],"number":[199],"synchronization":[204],"levels.":[205],"However,":[206],"STICA":[207],"provides":[208],"more":[210],"robust":[211],"territory":[213],"estimation,":[214],"outperforming":[215],"STA":[216],"in":[217],"all":[218],"conditions.":[221],"Our":[222],"results":[223],"suggest":[224],"component":[228],"decomposition":[229],"suitable":[234],"approach":[235],"for":[236],"characterization":[240],"MUs":[243],"using":[244],"combined":[246],"approach.":[251]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
