{"id":"https://openalex.org/W2511723925","doi":"https://doi.org/10.1109/med.2016.7535935","title":"Towards a fully automated tool for annotation of phasic electromyographic activity","display_name":"Towards a fully automated tool for annotation of phasic electromyographic activity","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2511723925","doi":"https://doi.org/10.1109/med.2016.7535935","mag":"2511723925"},"language":"en","primary_location":{"id":"doi:10.1109/med.2016.7535935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","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/A5058278718","display_name":"Petros Karvelis","orcid":"https://orcid.org/0000-0002-0483-4868"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"funder","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Petros Karvelis","raw_affiliation_strings":["Cardiovascular Division, University of Nebraska Medical Center, Omaha Nebraska, USA"],"affiliations":[{"raw_affiliation_string":"Cardiovascular Division, University of Nebraska Medical Center, Omaha Nebraska, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022376997","display_name":"George Georgoulas","orcid":"https://orcid.org/0000-0001-9701-4203"},"institutions":[{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4388482740","display_name":"Georgia Tech Research Institute","ror":"https://ror.org/04qfrh333","country_code":null,"type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I4388482740"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Georgoulas","raw_affiliation_strings":["Georgia Tech Research Institute, Sensors & Electromagnetic Applications Laboratory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Research Institute, Sensors & Electromagnetic Applications Laboratory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4210090800","https://openalex.org/I4388482740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084579661","display_name":"Jacqueline Fairley","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159397","display_name":"Technological Educational Institute of Epirus","ror":"https://ror.org/04brn7x66","country_code":"GR","type":"education","lineage":["https://openalex.org/I4210159397"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Jacqueline A. Fairley","raw_affiliation_strings":["Department of Computer Engineering, Technological Educational Institute of Epirus, Arta, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Technological Educational Institute of Epirus, Arta, Greece","institution_ids":["https://openalex.org/I4210159397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009967164","display_name":"Chrysostomos Stylios","orcid":"https://orcid.org/0000-0002-2888-6515"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4210090800","display_name":"Sensors (United States)","ror":"https://ror.org/00b4mz884","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090800"]},{"id":"https://openalex.org/I4388482740","display_name":"Georgia Tech Research Institute","ror":"https://ror.org/04qfrh333","country_code":null,"type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I4388482740"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chrysostomos D. Stylios","raw_affiliation_strings":["Georgia Tech Research Institute, Sensors & Electromagnetic Applications Laboratory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Tech Research Institute, Sensors & Electromagnetic Applications Laboratory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4210090800","https://openalex.org/I4388482740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108456067","display_name":"David B. Rye","orcid":null},"institutions":[{"id":"https://openalex.org/I96163493","display_name":"University of Atlanta","ror":"https://ror.org/04e2ah412","country_code":"US","type":"education","lineage":["https://openalex.org/I96163493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David B. Rye","raw_affiliation_strings":["Department of Neurology, School of medicine, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I96163493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001010288","display_name":"Donald L. Bliwise","orcid":"https://orcid.org/0000-0002-5079-035X"},"institutions":[{"id":"https://openalex.org/I96163493","display_name":"University of Atlanta","ror":"https://ror.org/04e2ah412","country_code":"US","type":"education","lineage":["https://openalex.org/I96163493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald L. Bliwise","raw_affiliation_strings":["Department of Neurology, School of medicine, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I96163493"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058278718"],"corresponding_institution_ids":["https://openalex.org/I59130452"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07416107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"327","last_page":"331"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.7588027715682983},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6942073106765747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6567027568817139},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6492077112197876},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5242058038711548},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5122265219688416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4968731701374054},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.45214611291885376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3669450283050537},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3294709324836731},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.17904013395309448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12942978739738464},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09891501069068909}],"concepts":[{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.7588027715682983},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6942073106765747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6567027568817139},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6492077112197876},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5242058038711548},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5122265219688416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4968731701374054},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.45214611291885376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3669450283050537},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3294709324836731},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.17904013395309448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12942978739738464},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09891501069068909},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/med.2016.7535935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","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/W317670","https://openalex.org/W65904289","https://openalex.org/W1479807131","https://openalex.org/W1986917591","https://openalex.org/W1988710410","https://openalex.org/W1992897070","https://openalex.org/W2016944175","https://openalex.org/W2034370406","https://openalex.org/W2036557187","https://openalex.org/W2046171800","https://openalex.org/W2066796814","https://openalex.org/W2083236658","https://openalex.org/W2089181240","https://openalex.org/W2093438331","https://openalex.org/W2164274563","https://openalex.org/W6659467978","https://openalex.org/W6903561346"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W2376139493","https://openalex.org/W1533177136","https://openalex.org/W4380994516"],"abstract_inverted_index":{"Salient":[0],"muscle":[1,138],"activity":[2,139],"identification":[3,124,140],"via":[4],"the":[5,35,47,72,116,131],"phasic":[6],"electromyographic":[7],"metric":[8,19],"(PEM)":[9],"in":[10,22],"human":[11,136],"polysomnograms/sleep":[12],"studies":[13],"(PSGs)":[14],"represent":[15],"a":[16,77,109,119],"potential":[17],"quantitative":[18],"to":[20,34,70,97,129],"aid":[21],"differentiation":[23],"between":[24],"neurodegenerative":[25,44],"disorder":[26],"populations":[27],"and":[28,54,65,101],"age-matched":[29],"controls.":[30],"A":[31],"major":[32],"impairment":[33],"implementation":[36],"of":[37,43,63,108,118],"PEM":[38,64,100,111,123],"analysis":[39],"for":[40,51,122],"clinical":[41],"assessment":[42],"disorders":[45],"includes":[46],"time":[48],"consuming":[49],"aspects":[50],"both":[52],"visual":[53],"automated":[55],"supervised":[56],"methods,":[57],"which":[58],"require":[59],"exhaustive":[60],"expert":[61,106],"scoring":[62],"non-PEM":[66,102],"events.":[67],"In":[68],"order":[69],"surmount":[71],"aforementioned":[73],"concerns,":[74],"we":[75],"propose":[76],"semi-supervised":[78,120],"classification":[79],"methodology":[80],"encased":[81],"within":[82,134],"an":[83,90,126],"easy-to-use":[84],"graphical":[85],"user":[86],"interface":[87],"(GUI)":[88],"utilizing":[89],"embedded":[91],"Minimum":[92],"Description":[93],"Length":[94],"(MDL)":[95],"criterion":[96],"automatically":[98],"classify":[99],"events":[103],"based":[104],"on":[105],"labeling":[107,132],"single":[110],"instance.":[112],"Results":[113],"indicate":[114],"that":[115],"application":[117],"approach":[121],"provides":[125],"excellent":[127],"option":[128],"reduce":[130],"burden":[133],"current":[135],"PSG":[137],"schemes.":[141]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}