{"id":"https://openalex.org/W2886954696","doi":"https://doi.org/10.1109/memea.2018.8438802","title":"Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals","display_name":"Longitudinal assessment of muscle function after Total Hip Arthroplasty : Use of clustering to extract principal activations from EMG signals","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2886954696","doi":"https://doi.org/10.1109/memea.2018.8438802","mag":"2886954696"},"language":"en","primary_location":{"id":"doi:10.1109/memea.2018.8438802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea.2018.8438802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},"type":"article","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/A5027012379","display_name":"Cristina Castagneri","orcid":"https://orcid.org/0000-0003-4489-4010"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"C. Castagneri","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074775900","display_name":"Valentina Agostini","orcid":"https://orcid.org/0000-0001-5887-1499"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"V. Agostini","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012791314","display_name":"Samanta Rosati","orcid":"https://orcid.org/0000-0003-0620-594X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Rosati","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011367557","display_name":"Gabriella Balestra","orcid":"https://orcid.org/0000-0003-2717-648X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Balestra","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078474054","display_name":"Marco Knaflitz","orcid":"https://orcid.org/0000-0001-5396-5103"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Knaflitz","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027012379"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.4358,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60783232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9997000098228455,"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":0.9997000098228455,"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.9940999746322632,"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"}},{"id":"https://openalex.org/T10409","display_name":"Fuel Cells and Related Materials","score":0.9753999710083008,"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/gait","display_name":"Gait","score":0.7025474309921265},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6711490154266357},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.61365807056427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5963977575302124},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.5680164098739624},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5298796892166138},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5062960386276245},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.4834223985671997},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4766857624053955},{"id":"https://openalex.org/keywords/prosthesis","display_name":"Prosthesis","score":0.427909791469574},{"id":"https://openalex.org/keywords/total-hip-arthroplasty","display_name":"Total hip arthroplasty","score":0.42134371399879456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34932225942611694},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3322173058986664},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25730791687965393},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.0904938280582428}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7025474309921265},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6711490154266357},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.61365807056427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5963977575302124},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5680164098739624},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5298796892166138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5062960386276245},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.4834223985671997},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4766857624053955},{"id":"https://openalex.org/C2778715743","wikidata":"https://www.wikidata.org/wiki/Q181802","display_name":"Prosthesis","level":2,"score":0.427909791469574},{"id":"https://openalex.org/C3019025420","wikidata":"https://www.wikidata.org/wiki/Q32333487","display_name":"Total hip arthroplasty","level":2,"score":0.42134371399879456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34932225942611694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3322173058986664},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25730791687965393},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0904938280582428},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea.2018.8438802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea.2018.8438802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1556736104","https://openalex.org/W1559393815","https://openalex.org/W1820625960","https://openalex.org/W1983362516","https://openalex.org/W2029059407","https://openalex.org/W2065271197","https://openalex.org/W2066825169","https://openalex.org/W2088610707","https://openalex.org/W2090623340","https://openalex.org/W2120043719","https://openalex.org/W2136908787","https://openalex.org/W2142537699","https://openalex.org/W2298508625","https://openalex.org/W2546470588","https://openalex.org/W2621909725","https://openalex.org/W2736701567","https://openalex.org/W2768720356"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2790560349","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995"],"abstract_inverted_index":{"Statistical":[0],"gait":[1,29,60],"analysis":[2],"(SGA)":[3],"is":[4,22],"a":[5,84],"powerful":[6],"method":[7],"to":[8,36,102],"quantitatively":[9],"assess":[10],"the":[11,17,39,50,88,93,115],"muscle":[12,89],"function":[13],"during":[14],"locomotion.":[15],"Nevertheless,":[16],"problem":[18,40],"of":[19,32,41,62,87],"dataset":[20,43],"comparison":[21,44],"still":[23],"very":[24],"challenging":[25],"when":[26],"considering":[27],"EMG":[28,42,59],"signals.":[30],"Aim":[31],"this":[33],"study":[34],"was":[35],"cope":[37],"with":[38],"by":[45],"extracting":[46],"principal":[47],"activations":[48],"through":[49],"CIMAP":[51],"algorithm.":[52],"In":[53],"particular,":[54],"we":[55],"analyzed":[56,94],"and":[57,70,75],"compared":[58],"data":[61],"20":[63,76],"hip":[64],"prosthesis":[65],"patients":[66],"at":[67],"3,":[68],"6":[69],"12":[71],"months":[72],"after":[73],"surgery":[74],"matched":[77],"control":[78],"subjects.":[79],"The":[80,96],"information":[81],"obtained":[82],"provides":[83],"compact":[85],"description":[86],"activation":[90],"patters":[91],"in":[92],"populations.":[95],"proposed":[97],"approach":[98],"can":[99],"be":[100],"useful":[101],"clinicians":[103],"for":[104],"easily":[105],"comparing":[106],"different":[107,110],"populations":[108],"and/or":[109],"time":[111],"points":[112],"evaluations":[113],"from":[114],"same":[116],"population":[117],"(follow-up).":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
