{"id":"https://openalex.org/W4200245839","doi":"https://doi.org/10.1145/3461615.3486572","title":"Neuromuscular Performance and Injury Risk Assessment Using Fusion of Multimodal Biophysical and Cognitive Data","display_name":"Neuromuscular Performance and Injury Risk Assessment Using Fusion of Multimodal Biophysical and Cognitive Data","publication_year":2021,"publication_date":"2021-10-18","ids":{"openalex":"https://openalex.org/W4200245839","doi":"https://doi.org/10.1145/3461615.3486572"},"language":"en","primary_location":{"id":"doi:10.1145/3461615.3486572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3461615.3486572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2021 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012430377","display_name":"Ehsan Sobhani Tehrani","orcid":"https://orcid.org/0000-0002-9539-9952"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ehsan Sobhani Tehrani","raw_affiliation_strings":["iKinesia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iKinesia, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047639059","display_name":"Kian Jalaleddini","orcid":"https://orcid.org/0000-0002-1545-158X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kian Jalaleddini","raw_affiliation_strings":["iKinesia, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iKinesia, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040111193","display_name":"Nerea Urrestilla Anguiozar","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nerea Urrestilla Anguiozar","raw_affiliation_strings":["Mechanical Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038850789","display_name":"Rachid A\u00efssaoui","orcid":"https://orcid.org/0000-0001-7843-1386"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rachid Aissaoui","raw_affiliation_strings":["Systems Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082797874","display_name":"David St-Onge","orcid":"https://orcid.org/0000-0002-0587-8598"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David St-Onge","raw_affiliation_strings":["Mechanical Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, \u00c9cole de technologie sup\u00e9rieure, Canada","institution_ids":["https://openalex.org/I9736820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12138","display_name":"Occupational Health and Performance","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11209","display_name":"Cardiovascular and exercise physiology","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/computer-science","display_name":"Computer science","score":0.6133308410644531},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5526297688484192},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.5498837232589722},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45868730545043945},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.44190701842308044},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.41400039196014404},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.36137884855270386},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3330093026161194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3239281177520752},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11317729949951172}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6133308410644531},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5526297688484192},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.5498837232589722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45868730545043945},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.44190701842308044},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.41400039196014404},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.36137884855270386},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3330093026161194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3239281177520752},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11317729949951172},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3461615.3486572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3461615.3486572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2021 International Conference on Multimodal Interaction","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:23873","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/23873/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"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":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G8709158590","display_name":null,"funder_award_id":"IT26177","funder_id":"https://openalex.org/F4320322675","funder_display_name":"Mitacs"}],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1973158897","https://openalex.org/W1979561220","https://openalex.org/W2026610920","https://openalex.org/W2070213512","https://openalex.org/W2075135730","https://openalex.org/W2105944086","https://openalex.org/W2113828899","https://openalex.org/W2117015196","https://openalex.org/W2127997420","https://openalex.org/W2221465426","https://openalex.org/W2262849853","https://openalex.org/W2592727954","https://openalex.org/W2893782492","https://openalex.org/W2897221181","https://openalex.org/W2899243416"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Athletes":[0],"rely":[1],"on":[2],"rationally":[3],"bounded":[4],"decisions":[5,22],"of":[6,19,34,41,66,71],"coaches":[7,54],"and":[8,16,55,69,84,99,143,151,164,174,177,183],"sports":[9,56],"physicians":[10],"to":[11,48,90,168],"optimize":[12],"performance,":[13],"improve":[14],"well-being,":[15],"reduce":[17],"risk":[18,40,70],"injuries.":[20],"These":[21],"are":[23,30],"subjective":[24],"or":[25,37,111,132],"require":[26],"costly":[27],"tests":[28],"that":[29,101,117],"not":[31],"necessarily":[32],"predictive":[33],"in-game":[35],"performance":[36,68,180],"cannot":[38],"predict":[39],"injury.":[42,72],"This":[43],"paper":[44],"presents":[45],"an":[46],"approach":[47],"remedy":[49],"this":[50,122],"shortcoming":[51],"by":[52],"providing":[53],"medicine":[57],"teams":[58],"with":[59],"reliable":[60],"tools":[61],"for":[62,121],"objective,":[63],"quantitative":[64],"assessment":[65],"in-field":[67],"The":[73,154],"proposed":[74],"method":[75],"uses":[76],"advanced":[77],"physiological":[78,159],"signal":[79,160],"processing,":[80,161],"data":[81,86,91,120],"driven":[82],"modelling,":[83],"multi-modal":[85],"fusion":[87],"techniques":[88,167],"applied":[89],"recorded":[92],"from":[93,128,181],"unobtrusive":[94],"wearable":[95],"sensors":[96],"in":[97,106],"tasks":[98],"conditions":[100],"closely":[102],"resemble":[103],"those":[104],"observed":[105],"the":[107,118],"field":[108],"during":[109],"training":[110],"even":[112],"a":[113],"game.":[114],"We":[115],"postulate":[116],"required":[119,155],"prediction":[123],"task":[124],"include":[125,158],"joint":[126,173],"kinematics":[127],"inertial":[129],"measurement":[130],"units":[131],"accelerometers,":[133],"muscle":[134],"surface":[135],"electromyography,":[136],"ground":[137],"reaction":[138],"force,":[139],"electrocardiography,":[140],"heart":[141,144,184],"rate":[142,145,185],"variability,":[146],"oxygen":[147],"saturation,":[148],"respiration":[149],"rate,":[150],"pupillometry":[152,182],"data.":[153],"analysis":[156],"methods":[157],"feature":[162],"extraction,":[163],"data-driven":[165],"modeling":[166],"estimate":[169],"neuromuscular":[170],"properties,":[171],"identify":[172],"leg":[175],"stiffness,":[176],"assess":[178],"cognitive":[179],"variability.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}