{"id":"https://openalex.org/W2342969844","doi":"https://doi.org/10.1109/tbme.2015.2498124","title":"Real-Time Classification of Hand Motions Using Ultrasound Imaging of Forearm Muscles","display_name":"Real-Time Classification of Hand Motions Using Ultrasound Imaging of Forearm Muscles","publication_year":2015,"publication_date":"2015-11-05","ids":{"openalex":"https://openalex.org/W2342969844","doi":"https://doi.org/10.1109/tbme.2015.2498124","mag":"2342969844","pmid":"https://pubmed.ncbi.nlm.nih.gov/26560865"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2015.2498124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2498124","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","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/A5045697873","display_name":"Nima Akhlaghi","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nima Akhlaghi","raw_affiliation_strings":["Electrical and Computer Engineering Department, George Mason University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041315022","display_name":"Clayton A. Baker","orcid":"https://orcid.org/0000-0002-7371-7868"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clayton A. Baker","raw_affiliation_strings":["Bioengineering Department, George Mason University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001294627","display_name":"Mohamed Lahlou","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Mohamed Lahlou","raw_affiliation_strings":["Computer Science Department, George Mason University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, George Mason University","institution_ids":["https://openalex.org/I162714631","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062145566","display_name":"Hozaifah Zafar","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hozaifah Zafar","raw_affiliation_strings":["Bioengineering Department, George Mason University","University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062976573","display_name":"Karthik G. Murthy","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karthik G. Murthy","raw_affiliation_strings":["Bioengineering Department, George Mason University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006915473","display_name":"Huzefa Rangwala","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huzefa S. Rangwala","raw_affiliation_strings":["Bioengineering Department, George Mason University","University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086078885","display_name":"Jana Ko\u0161eck\u00e1","orcid":"https://orcid.org/0000-0003-4619-3277"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jana Kosecka","raw_affiliation_strings":["Bioengineering Department, George Mason University","University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049665568","display_name":"Wilsaan M. Joiner","orcid":"https://orcid.org/0000-0001-6816-8473"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wilsaan M. Joiner","raw_affiliation_strings":["Bioengineering Department, George Mason University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007738452","display_name":"Joseph J. Pancrazio","orcid":"https://orcid.org/0000-0001-8276-3690"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph J. Pancrazio","raw_affiliation_strings":["Bioengineering Department, George Mason University, Fairfax, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075067189","display_name":"Siddhartha Sikdar","orcid":"https://orcid.org/0000-0002-6426-2320"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siddhartha Sikdar","raw_affiliation_strings":["Bioengineering Department, George Mason University, Fairfax, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6426-2320","affiliations":[{"raw_affiliation_string":"Bioengineering Department, George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9116,"has_fulltext":false,"cited_by_count":159,"citation_normalized_percentile":{"value":0.95517239,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"63","issue":"8","first_page":"1687","last_page":"1698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"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":1.0,"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":0.9969000220298767,"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/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9947999715805054,"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/forearm","display_name":"Forearm","score":0.654954195022583},{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.619847297668457},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.6125584244728088},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5899129509925842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5217357873916626},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.506093442440033},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4664769768714905},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40730923414230347},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3924557566642761},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.34040316939353943},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.1824950873851776},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1664511263370514},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15755146741867065},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.12387433648109436}],"concepts":[{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.654954195022583},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.619847297668457},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6125584244728088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5899129509925842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5217357873916626},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.506093442440033},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4664769768714905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40730923414230347},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3924557566642761},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.34040316939353943},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.1824950873851776},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1664511263370514},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15755146741867065},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.12387433648109436},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D005260","descriptor_name":"Female","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":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D018737","descriptor_name":"Hand Strength","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2015.2498124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2498124","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:26560865","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26560865","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G5133927170","display_name":null,"funder_award_id":"0953652","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8289623929","display_name":null,"funder_award_id":"1329829","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1554837758","https://openalex.org/W1581065997","https://openalex.org/W1968781294","https://openalex.org/W1969563952","https://openalex.org/W1970680482","https://openalex.org/W1972656337","https://openalex.org/W1974768094","https://openalex.org/W1978700258","https://openalex.org/W1983395152","https://openalex.org/W1990552907","https://openalex.org/W1997557343","https://openalex.org/W2001301966","https://openalex.org/W2008276678","https://openalex.org/W2011820668","https://openalex.org/W2015087358","https://openalex.org/W2020394368","https://openalex.org/W2021864005","https://openalex.org/W2022327534","https://openalex.org/W2031878187","https://openalex.org/W2056472260","https://openalex.org/W2071959860","https://openalex.org/W2073476715","https://openalex.org/W2074497737","https://openalex.org/W2087982300","https://openalex.org/W2091723494","https://openalex.org/W2092102206","https://openalex.org/W2096553993","https://openalex.org/W2097755153","https://openalex.org/W2102134492","https://openalex.org/W2102408959","https://openalex.org/W2102880444","https://openalex.org/W2105666116","https://openalex.org/W2113190957","https://openalex.org/W2114351895","https://openalex.org/W2117435472","https://openalex.org/W2120395111","https://openalex.org/W2120663008","https://openalex.org/W2121505927","https://openalex.org/W2123167643","https://openalex.org/W2125585124","https://openalex.org/W2131120326","https://openalex.org/W2138257041","https://openalex.org/W2139235757","https://openalex.org/W2148108509","https://openalex.org/W2148796737","https://openalex.org/W2150101251","https://openalex.org/W2152528000","https://openalex.org/W2156654664","https://openalex.org/W2165619603","https://openalex.org/W2169300868","https://openalex.org/W2169508341","https://openalex.org/W2170613067","https://openalex.org/W2200778808","https://openalex.org/W2322607351","https://openalex.org/W3148851968","https://openalex.org/W4242470988","https://openalex.org/W6634733033","https://openalex.org/W6682004654"],"related_works":["https://openalex.org/W1982166191","https://openalex.org/W2735375504","https://openalex.org/W2383718787","https://openalex.org/W1989578999","https://openalex.org/W2071621727","https://openalex.org/W2058647376","https://openalex.org/W826548490","https://openalex.org/W2885273849","https://openalex.org/W2418198049","https://openalex.org/W2150388832"],"abstract_inverted_index":{"Surface":[0],"electromyography":[1],"(sEMG)":[2],"has":[3],"been":[4],"the":[5,45,72,100,117,120,153,172,213],"predominant":[6],"method":[7,82],"for":[8,12,30,168],"sensing":[9,31],"electrical":[10],"activity":[11,114,161,176],"a":[13,60,79,158,181,200,220],"number":[14],"of":[15,23,34,42,59,66,74,93,99,119,160,199,208,215,229,238],"applications":[16,226],"involving":[17],"muscle-computer":[18,222],"interfaces,":[19],"including":[20,44,134],"myoelectric":[21],"control":[22,77,198,228,240],"prostheses":[24],"and":[25,57,109,142,145,235,241],"rehabilitation":[26],"robots.":[27],"Ultrasound":[28],"imaging":[29,92,218],"mechanical":[32],"deformation":[33,118],"functional":[35],"muscle":[36,52,113],"compartments":[37],"can":[38],"overcome":[39],"several":[40],"limitations":[41],"sEMG,":[43],"inability":[46],"to":[47,70,83,111,164],"differentiate":[48,84],"between":[49,85],"deep":[50],"contiguous":[51],"compartments,":[53],"low":[54],"signal-to-noise":[55],"ratio,":[56],"lack":[58],"robust":[61,221],"graded":[62,76],"signal.":[63],"The":[64,190],"objective":[65],"this":[67],"study":[68],"was":[69,194],"evaluate":[71],"feasibility":[73,214],"real-time":[75],"using":[78,180,216],"computationally":[80],"efficient":[81],"complex":[86],"hand":[87,125,132,166,202],"motions":[88,167],"based":[89,115,186],"on":[90,116,187],"ultrasound":[91,97,217],"forearm":[94,101],"muscles.":[95],"Dynamic":[96],"images":[98],"muscles":[102,122],"were":[103,178],"obtained":[104],"from":[105],"six":[106],"able-bodied":[107],"volunteers":[108],"analyzed":[110],"map":[112],"contracting":[121],"during":[123],"different":[124,131,137,165],"motions.":[126],"Each":[127],"participant":[128],"performed":[129],"15":[130],"motions,":[133],"digit":[135],"flexion,":[136],"grips":[138,146],"(i.e.,":[139],"power":[140],"grasp":[141],"pinch":[143],"grip),":[144],"in":[147],"combination":[148],"with":[149],"wrist":[150],"pronation.":[151],"During":[152,171],"training":[154],"phase,":[155,174],"we":[156],"generated":[157],"database":[159],"patterns":[162,177],"corresponding":[163],"each":[169],"participant.":[170],"testing":[173],"novel":[175],"classified":[179],"nearest":[182],"neighbor":[183],"classification":[184,192,206],"algorithm":[185],"that":[188],"database.":[189],"average":[191,205],"accuracy":[193,207],"91%.":[195],"Real-time":[196],"image-based":[197],"virtual":[201],"showed":[203],"an":[204],"92%.":[209],"Our":[210],"results":[211],"demonstrate":[212],"as":[219],"interface.":[223],"Potential":[224],"clinical":[225],"include":[227],"multiarticulated":[230],"prosthetic":[231],"hands,":[232],"stroke":[233],"rehabilitation,":[234],"fundamental":[236],"investigations":[237],"motor":[239],"biomechanics.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":23},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
