{"id":"https://openalex.org/W3102837403","doi":"https://doi.org/10.1007/s11517-020-02286-7","title":"Functional evaluation of triceps surae during heel rise test: from EMG frequency analysis to machine learning approach","display_name":"Functional evaluation of triceps surae during heel rise test: from EMG frequency analysis to machine learning approach","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3102837403","doi":"https://doi.org/10.1007/s11517-020-02286-7","mag":"3102837403","pmid":"https://pubmed.ncbi.nlm.nih.gov/33191440"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-020-02286-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-020-02286-7","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-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/A5061127303","display_name":"Francesco Ferracuti","orcid":"https://orcid.org/0000-0001-6827-6204"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Ferracuti","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064947412","display_name":"Sandro Fioretti","orcid":"https://orcid.org/0000-0002-7783-3065"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Fioretti","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000889718","display_name":"Emanuele Frontoni","orcid":"https://orcid.org/0000-0002-8893-9244"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Frontoni","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041582554","display_name":"Sabrina Iarlori","orcid":"https://orcid.org/0000-0001-5460-4764"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sabrina Iarlori","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy. s.iarlori@univpm.it","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy. s.iarlori@univpm.it","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272530","display_name":"Alessandro Mengarelli","orcid":"https://orcid.org/0000-0002-6087-6763"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Mengarelli","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072404303","display_name":"Michele Riccio","orcid":"https://orcid.org/0000-0001-5554-4759"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Riccio","raw_affiliation_strings":["Department of Plastic and Reconstructive Hand Surgery, Universit\u00e0 Politecnica delle Marche, AOU Ospedali Riuniti, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Plastic and Reconstructive Hand Surgery, Universit\u00e0 Politecnica delle Marche, AOU Ospedali Riuniti, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083456765","display_name":"Luca Romeo","orcid":"https://orcid.org/0000-0003-1707-0147"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Romeo","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077426270","display_name":"Federica Verdini","orcid":"https://orcid.org/0000-0003-4252-3224"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Verdini","raw_affiliation_strings":["Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","Universit\u00e0 Politecnica delle Marche, Ancona, Italy"],"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Via Brecce Bianche 1, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]},{"raw_affiliation_string":"Universit\u00e0 Politecnica delle Marche, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5041582554"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.0868,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.4137553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"59","issue":"1","first_page":"41","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9904000163078308,"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":0.9904000163078308,"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/T10658","display_name":"Bone fractures and treatments","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10630","display_name":"Orthopedic Surgery and Rehabilitation","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/heel","display_name":"Heel","score":0.5867503881454468},{"id":"https://openalex.org/keywords/triceps-surae-muscle","display_name":"Triceps surae muscle","score":0.580560564994812},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5160855650901794},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.49145591259002686},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.44952598214149475},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4104585647583008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34738337993621826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27677300572395325},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.13947245478630066},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08439242839813232}],"concepts":[{"id":"https://openalex.org/C2777248721","wikidata":"https://www.wikidata.org/wiki/Q174647","display_name":"Heel","level":2,"score":0.5867503881454468},{"id":"https://openalex.org/C2776917922","wikidata":"https://www.wikidata.org/wiki/Q431282","display_name":"Triceps surae muscle","level":2,"score":0.580560564994812},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5160855650901794},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.49145591259002686},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.44952598214149475},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4104585647583008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34738337993621826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27677300572395325},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.13947245478630066},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08439242839813232}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006365","descriptor_name":"Heel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006365","descriptor_name":"Heel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006365","descriptor_name":"Heel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007866","descriptor_name":"Leg","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007866","descriptor_name":"Leg","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007866","descriptor_name":"Leg","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","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":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","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":false}],"locations_count":5,"locations":[{"id":"doi:10.1007/s11517-020-02286-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-020-02286-7","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:33191440","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33191440","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:iris.uniecampus.it:11389/73625","is_oa":false,"landing_page_url":"https://hdl.handle.net/11389/73625","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"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/article"},{"id":"pmh:oai:iris.univpm.it:11566/286181","is_oa":false,"landing_page_url":"http://hdl.handle.net/11566/286181","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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/article"},{"id":"pmh:oai:u-pad.unimc.it:11393/291228","is_oa":false,"landing_page_url":"http://hdl.handle.net/11393/291228","pdf_url":null,"source":{"id":"https://openalex.org/S4377196455","display_name":"U-PAD Unimc - Open Digital Publications (University of Macerata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I55133342","host_organization_name":"University of Macerata","host_organization_lineage":["https://openalex.org/I55133342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W50139848","https://openalex.org/W1502216632","https://openalex.org/W1523985187","https://openalex.org/W1803055748","https://openalex.org/W1862512616","https://openalex.org/W1989127564","https://openalex.org/W1999003056","https://openalex.org/W2006071634","https://openalex.org/W2010583687","https://openalex.org/W2014069981","https://openalex.org/W2016290781","https://openalex.org/W2023982591","https://openalex.org/W2030172112","https://openalex.org/W2031290813","https://openalex.org/W2044851698","https://openalex.org/W2057480019","https://openalex.org/W2061377587","https://openalex.org/W2062232526","https://openalex.org/W2064869330","https://openalex.org/W2079002461","https://openalex.org/W2099233161","https://openalex.org/W2111854888","https://openalex.org/W2116404466","https://openalex.org/W2135046866","https://openalex.org/W2140885872","https://openalex.org/W2145945039","https://openalex.org/W2148143831","https://openalex.org/W2151060602","https://openalex.org/W2154776925","https://openalex.org/W2158485497","https://openalex.org/W2158967967","https://openalex.org/W2174309552","https://openalex.org/W2188181356","https://openalex.org/W2410587623","https://openalex.org/W2506721812","https://openalex.org/W2530048624","https://openalex.org/W2597403818","https://openalex.org/W2766950150","https://openalex.org/W2885970739","https://openalex.org/W2914959816","https://openalex.org/W2958272623","https://openalex.org/W2986785318","https://openalex.org/W4213046208"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}