{"id":"https://openalex.org/W4408808752","doi":"https://doi.org/10.1080/14763141.2025.2481164","title":"Wearable-based estimation of continuous 3D knee moments during running using a convolutional neural network","display_name":"Wearable-based estimation of continuous 3D knee moments during running using a convolutional neural network","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4408808752","doi":"https://doi.org/10.1080/14763141.2025.2481164","pmid":"https://pubmed.ncbi.nlm.nih.gov/40125937"},"language":"en","primary_location":{"id":"doi:10.1080/14763141.2025.2481164","doi":"https://doi.org/10.1080/14763141.2025.2481164","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14763141.2025.2481164","pdf_url":null,"source":{"id":"https://openalex.org/S62595639","display_name":"Sports Biomechanics","issn_l":"1476-3141","issn":["1476-3141","1752-6116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sports Biomechanics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1080/14763141.2025.2481164","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116782991","display_name":"Lucas H\u00f6schler","orcid":"https://orcid.org/0009-0001-3860-3443","observed_orcids":["https://orcid.org/0009-0001-3860-3443"]},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Lucas H\u00f6schler","raw_affiliation_strings":["University of Salzburg","Department of Sport and Exercise Science, University of Salzburg, Hallein, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg","institution_ids":["https://openalex.org/I182212641"]},{"raw_affiliation_string":"Department of Sport and Exercise Science, University of Salzburg, Hallein, Austria","institution_ids":["https://openalex.org/I182212641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033763438","display_name":"Christina Halmich","orcid":"https://orcid.org/0009-0000-3291-7049","observed_orcids":["https://orcid.org/0009-0000-3291-7049"]},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]},{"id":"https://openalex.org/I4405257865","display_name":"Salzburg Research Forschungsgesellschaft mbH (Austria)","ror":"https://ror.org/05rmjys46","country_code":"AT","type":"company","lineage":["https://openalex.org/I4405257865"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christina Halmich","raw_affiliation_strings":["Salzburg Research Forschungsgesellschaft mbH","University of Salzburg","Department of Artificial Intelligence and Human Interfaces, University of Salzburg, Salzburg, Austria","Human Motion Analytics Research Group, Salzburg Research Forschungsgesellschaft mbH, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Salzburg Research Forschungsgesellschaft mbH","institution_ids":["https://openalex.org/I4405257865"]},{"raw_affiliation_string":"University of Salzburg","institution_ids":["https://openalex.org/I182212641"]},{"raw_affiliation_string":"Department of Artificial Intelligence and Human Interfaces, University of Salzburg, Salzburg, Austria","institution_ids":["https://openalex.org/I182212641"]},{"raw_affiliation_string":"Human Motion Analytics Research Group, Salzburg Research Forschungsgesellschaft mbH, Salzburg, Austria","institution_ids":["https://openalex.org/I4405257865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017385822","display_name":"Christoph Schranz","orcid":"https://orcid.org/0000-0002-5786-7807","observed_orcids":["https://orcid.org/0000-0002-5786-7807"]},"institutions":[{"id":"https://openalex.org/I4405257865","display_name":"Salzburg Research Forschungsgesellschaft mbH (Austria)","ror":"https://ror.org/05rmjys46","country_code":"AT","type":"company","lineage":["https://openalex.org/I4405257865"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Schranz","raw_affiliation_strings":["Salzburg Research Forschungsgesellschaft mbH","Human Motion Analytics Research Group, Salzburg Research Forschungsgesellschaft mbH, Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Salzburg Research Forschungsgesellschaft mbH","institution_ids":["https://openalex.org/I4405257865"]},{"raw_affiliation_string":"Human Motion Analytics Research Group, Salzburg Research Forschungsgesellschaft mbH, Salzburg, Austria","institution_ids":["https://openalex.org/I4405257865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025314378","display_name":"Julian Fritz","orcid":"https://orcid.org/0000-0001-8773-4303","observed_orcids":["https://orcid.org/0000-0001-8773-4303"]},"institutions":[{"id":"https://openalex.org/I4210105838","display_name":"Adidas (Germany)","ror":"https://ror.org/01n54ed02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210105838"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julian Fritz","raw_affiliation_strings":["Adidas AG","Innovation, Adidas AG, Herzogenaurach, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adidas AG","institution_ids":[]},{"raw_affiliation_string":"Innovation, Adidas AG, Herzogenaurach, Germany","institution_ids":["https://openalex.org/I4210105838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068190847","display_name":"Sa\u0161a \u010cigoja","orcid":"https://orcid.org/0000-0003-0794-834X","observed_orcids":["https://orcid.org/0000-0003-0794-834X"]},"institutions":[{"id":"https://openalex.org/I4210105838","display_name":"Adidas (Germany)","ror":"https://ror.org/01n54ed02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210105838"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sa\u0161a \u010cigoja","raw_affiliation_strings":["Adidas AG","Innovation, Adidas AG, Herzogenaurach, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adidas AG","institution_ids":[]},{"raw_affiliation_string":"Innovation, Adidas AG, Herzogenaurach, Germany","institution_ids":["https://openalex.org/I4210105838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077404869","display_name":"Martin Ullrich","orcid":"https://orcid.org/0000-0001-7348-6097","observed_orcids":["https://orcid.org/0000-0001-7348-6097"]},"institutions":[{"id":"https://openalex.org/I4210105838","display_name":"Adidas (Germany)","ror":"https://ror.org/01n54ed02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210105838"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Ullrich","raw_affiliation_strings":["Adidas AG","Innovation, Adidas AG, Herzogenaurach, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adidas AG","institution_ids":[]},{"raw_affiliation_string":"Innovation, Adidas AG, Herzogenaurach, Germany","institution_ids":["https://openalex.org/I4210105838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000400696","display_name":"Anne D. Koelewijn","orcid":"https://orcid.org/0000-0002-1867-0374","observed_orcids":["https://orcid.org/0000-0002-1867-0374"]},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anne D. Koelewijn","raw_affiliation_strings":["Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","institution_ids":["https://openalex.org/I181369854"]},{"raw_affiliation_string":"Department of Electrical Engineering, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004410971","display_name":"Hermann Schwameder","orcid":"https://orcid.org/0000-0002-0380-8801","observed_orcids":["https://orcid.org/0000-0002-0380-8801"]},"institutions":[{"id":"https://openalex.org/I182212641","display_name":"University of Salzburg","ror":"https://ror.org/05gs8cd61","country_code":"AT","type":"education","lineage":["https://openalex.org/I182212641"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hermann Schwameder","raw_affiliation_strings":["University of Salzburg","Department of Sport and Exercise Science, University of Salzburg, Hallein, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salzburg","institution_ids":["https://openalex.org/I182212641"]},{"raw_affiliation_string":"Department of Sport and Exercise Science, University of Salzburg, Hallein, Austria","institution_ids":["https://openalex.org/I182212641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5116782991"],"corresponding_institution_ids":["https://openalex.org/I182212641"],"apc_list":null,"apc_paid":null,"fwci":1.4204,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7780174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"25","issue":"3","first_page":"391","last_page":"409"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.9814000129699707,"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.9814000129699707,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.00930000003427267,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12677","display_name":"Sports Dynamics and Biomechanics","score":0.002099999925121665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/knee-joint-moments","display_name":"knee joint moments","score":0.859000027179718},{"id":"https://openalex.org/keywords/running-kinetics","display_name":"running kinetics","score":0.7170000076293945},{"id":"https://openalex.org/keywords/wearable-sensors","display_name":"wearable sensors","score":0.9300000071525574},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"inertial measurement unit","score":0.906000018119812},{"id":"https://openalex.org/keywords/pressure-insoles","display_name":"pressure insoles","score":0.9139999747276306},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9909999966621399},{"id":"https://openalex.org/keywords/treadmill-running","display_name":"treadmill running","score":0.6710000038146973},{"id":"https://openalex.org/keywords/footwear-effects","display_name":"footwear effects","score":0.746999979019165},{"id":"https://openalex.org/keywords/stance-phase","display_name":"stance phase","score":0.7710000276565552}],"concepts":[{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.7963166236877441},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5659157037734985},{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.5646368265151978},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.5487268567085266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.517783522605896},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3936251401901245},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32683393359184265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2991563677787781},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2452307641506195},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2119901180267334},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.14323017001152039},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098415","descriptor_name":"Convolutional Neural Networks","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":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007717","descriptor_name":"Knee","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D007719","descriptor_name":"Knee Joint","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D012775","descriptor_name":"Shoes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1080/14763141.2025.2481164","doi":"https://doi.org/10.1080/14763141.2025.2481164","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14763141.2025.2481164","pdf_url":null,"source":{"id":"https://openalex.org/S62595639","display_name":"Sports Biomechanics","issn_l":"1476-3141","issn":["1476-3141","1752-6116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sports Biomechanics","raw_type":"journal-article"},{"id":"pmid:40125937","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40125937","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,"listed_in":[],"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":"Sports biomechanics","raw_type":"Journal Article"},{"id":"pmh:oai:eplus.uni-salzburg.at:13635707","doi":null,"is_oa":true,"landing_page_url":"https://eplus.uni-salzburg.at/doi/10.1080/14763141.2025.2481164","pdf_url":"https://eplus.uni-salzburg.at/obvusboa/content/titleinfo/13635707/full.pdf","source":{"id":"https://openalex.org/S7407055149","display_name":"ePLUS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1080/14763141.2025.2481164","doi":"https://doi.org/10.1080/14763141.2025.2481164","is_oa":true,"landing_page_url":"https://doi.org/10.1080/14763141.2025.2481164","pdf_url":null,"source":{"id":"https://openalex.org/S62595639","display_name":"Sports Biomechanics","issn_l":"1476-3141","issn":["1476-3141","1752-6116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","ki-jl-1","medline","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sports Biomechanics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46810001134872437,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G797477799","display_name":null,"funder_award_id":"WISS 2025","funder_id":"https://openalex.org/F4320329768","funder_display_name":"Salzburger Landesregierung"}],"funders":[{"id":"https://openalex.org/F4320329768","display_name":"Salzburger Landesregierung","ror":"https://ror.org/0500kmp11"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408808752.pdf","grobid_xml":"https://content.openalex.org/works/W4408808752.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1565140245","https://openalex.org/W1677182931","https://openalex.org/W2050636852","https://openalex.org/W2075656714","https://openalex.org/W2087295254","https://openalex.org/W2089563340","https://openalex.org/W2091730013","https://openalex.org/W2097766840","https://openalex.org/W2103945764","https://openalex.org/W2135694465","https://openalex.org/W2171718210","https://openalex.org/W2327037637","https://openalex.org/W2524352968","https://openalex.org/W2544860310","https://openalex.org/W2769329305","https://openalex.org/W2790295149","https://openalex.org/W2872425854","https://openalex.org/W2888531427","https://openalex.org/W2890444304","https://openalex.org/W2891489434","https://openalex.org/W2929414580","https://openalex.org/W2932227927","https://openalex.org/W2954764408","https://openalex.org/W2964508341","https://openalex.org/W2969586733","https://openalex.org/W2987920762","https://openalex.org/W2993271680","https://openalex.org/W2995691779","https://openalex.org/W2998731068","https://openalex.org/W3002403519","https://openalex.org/W3004087415","https://openalex.org/W3005130785","https://openalex.org/W3014129167","https://openalex.org/W3022643593","https://openalex.org/W3030332471","https://openalex.org/W3037654363","https://openalex.org/W3090478035","https://openalex.org/W3093846139","https://openalex.org/W3110006585","https://openalex.org/W3154334027","https://openalex.org/W3155814980","https://openalex.org/W3160982415","https://openalex.org/W3175585004","https://openalex.org/W3183924437","https://openalex.org/W3209012042","https://openalex.org/W4214811966","https://openalex.org/W4220812551","https://openalex.org/W4220853552","https://openalex.org/W4220874114","https://openalex.org/W4224982626","https://openalex.org/W4361214613","https://openalex.org/W4361801851","https://openalex.org/W4365128893","https://openalex.org/W4366352922","https://openalex.org/W4385397039","https://openalex.org/W4393442357"],"related_works":["https://openalex.org/W4414314195","https://openalex.org/W3047769734","https://openalex.org/W4412117644","https://openalex.org/W2810108535","https://openalex.org/W4409447841","https://openalex.org/W2790295149","https://openalex.org/W4399477965","https://openalex.org/W4280653174","https://openalex.org/W4392013962","https://openalex.org/W3027989287"],"abstract_inverted_index":{"This":[0],"study":[1],"aimed":[2],"to":[3,11,112,154,179],"develop":[4],"and":[5,48,71,85,99,177],"validate":[6],"a":[7,72,163],"machine":[8],"learning":[9],"method":[10,165],"estimate":[12],"continuous":[13,81],"3D":[14],"knee":[15,24],"moments":[16,25],"during":[17,32,86,143],"running":[18,34,170],"from":[19,28,62],"wearable":[20],"sensor":[21],"data.":[22],"Reference":[23],"were":[26,110],"calculated":[27],"19":[29],"recreational":[30],"runners":[31],"treadmill":[33],"at":[35],"varying":[36],"slopes":[37],"(0":[38],"\u00b1":[39,45],"5":[40],"%":[41],"incline),":[42],"speeds":[43],"(self-selected":[44],"1":[46],"km/h)":[47],"in":[49,106,172,187],"3":[50],"types":[51],"of":[52,74,169],"footwear.":[53],"A":[54],"convolutional":[55],"neural":[56],"network":[57],"was":[58,123],"trained":[59],"on":[60],"data":[61,176],"7":[63],"inertial":[64],"measuring":[65],"units":[66],"(feet,":[67],"shanks,":[68],"thighs,":[69],"sacrum)":[70],"pair":[73],"pressure":[75],"insoles.":[76],"We":[77],"assessed":[78],"performance":[79],"over":[80],"time":[82],"windows":[83],"(CONT)":[84],"stance":[87],"phases":[88],"(PHSS)":[89],"by":[90],"intraclass-correlation":[91],"(ICC),":[92],"normalised":[93],"root":[94],"mean":[95],"squared":[96],"error":[97],"(nRMSE),":[98],"statistical":[100],"parametric":[101],"mapping.":[102],"The":[103,145],"agreement":[104],"levels":[105],"the":[107],"sagittal":[108],"plane":[109,190],"good":[111],"excellent":[113],"(ICC:":[114],"0.84-0.98),":[115],"with":[116],"low":[117],"errors":[118],"(nRMSE:":[119],"0.05-0.11).":[120],"However,":[121],"accuracy":[122,152],"lower":[124],"for":[125,166],"non-sagittal":[126],"estimations":[127],"(frontal":[128],"ICC:":[129,134],"0.19-0.90,":[130],"nRMSE:":[131,136],"0.08-0.23;":[132],"transverse":[133],"0.72-0.94,":[135],"0.07-0.17).":[137],"Accuracy":[138],"decreased":[139],"across":[140],"all":[141],"planes":[142],"PHSS.":[144],"proposed":[146],"approach":[147],"yields":[148],"similar":[149],"or":[150],"better":[151],"compared":[153],"previous":[155],"work":[156],"while":[157],"requiring":[158],"less":[159],"preprocessing.":[160],"It":[161],"provides":[162],"viable":[164],"wearable-based":[167],"assessment":[168],"kinetics":[171],"near":[173],"real-time.":[174],"Additional":[175],"methods":[178],"address":[180],"inter-individual":[181],"variability":[182],"could":[183],"improve":[184],"its":[185],"precision":[186],"assessing":[188],"frontal":[189],"injury":[191],"risk":[192],"factors.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-03-25T00:00:00"}
