{"id":"https://openalex.org/W2296768340","doi":"https://doi.org/10.1109/embc.2015.7319650","title":"Motor task event detection using Subthalamic Nucleus Local Field Potentials","display_name":"Motor task event detection using Subthalamic Nucleus Local Field Potentials","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2296768340","doi":"https://doi.org/10.1109/embc.2015.7319650","mag":"2296768340","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737550"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5017752761","display_name":"Soroush Niketeghad","orcid":"https://orcid.org/0000-0002-2414-9761"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soroush Niketeghad","raw_affiliation_strings":["Electrical and computer engineering dept, University of Denver, Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and computer engineering dept, University of Denver, Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024008597","display_name":"Adam O. Hebb","orcid":"https://orcid.org/0000-0002-9572-3847"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]},{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam O. Hebb","raw_affiliation_strings":["Colorado brain and spine institute, Englewood, CO","Electrical and computer engineering dept, University of Denver, Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado brain and spine institute, Englewood, CO","institution_ids":["https://openalex.org/I4210123987"]},{"raw_affiliation_string":"Electrical and computer engineering dept, University of Denver, Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030770063","display_name":"Joshua Nedrud","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Nedrud","raw_affiliation_strings":["Investigator Scientist at Colorado Neurological Institute, Englewood, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Investigator Scientist at Colorado Neurological Institute, Englewood, CO","institution_ids":["https://openalex.org/I4210123987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048074766","display_name":"Sara J. Hanrahan","orcid":"https://orcid.org/0000-0002-2512-3627"},"institutions":[{"id":"https://openalex.org/I4210123987","display_name":"Colorado Neurological Institute","ror":"https://ror.org/02r8sxg18","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210123987"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara J. Hanrahan","raw_affiliation_strings":["Colorado Neurological Institute, Englewood, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colorado Neurological Institute, Englewood, CO","institution_ids":["https://openalex.org/I4210123987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041948053","display_name":"Mohammad H. Mahoor","orcid":"https://orcid.org/0000-0001-8923-4660"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad H. Mahoor","raw_affiliation_strings":["Department of electrical and computer engineering, University of Denver, Denver, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of electrical and computer engineering, University of Denver, Denver, CO","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8325,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73363796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"112","issue":null,"first_page":"5553","last_page":"5556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.8832875490188599},{"id":"https://openalex.org/keywords/subthalamic-nucleus","display_name":"Subthalamic nucleus","score":0.8589457869529724},{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.830337643623352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6393831968307495},{"id":"https://openalex.org/keywords/essential-tremor","display_name":"Essential tremor","score":0.4930567443370819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4908924698829651},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.4683895409107208},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4652828574180603},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.46130067110061646},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42918428778648376},{"id":"https://openalex.org/keywords/movement-disorders","display_name":"Movement disorders","score":0.41009536385536194},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3939386308193207},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22326257824897766},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10795122385025024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10113996267318726}],"concepts":[{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.8832875490188599},{"id":"https://openalex.org/C2777319143","wikidata":"https://www.wikidata.org/wiki/Q2270424","display_name":"Subthalamic nucleus","level":5,"score":0.8589457869529724},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.830337643623352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6393831968307495},{"id":"https://openalex.org/C2780112193","wikidata":"https://www.wikidata.org/wiki/Q693519","display_name":"Essential tremor","level":2,"score":0.4930567443370819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4908924698829651},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.4683895409107208},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4652828574180603},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.46130067110061646},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42918428778648376},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.41009536385536194},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3939386308193207},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22326257824897766},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10795122385025024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10113996267318726},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020531","descriptor_name":"Subthalamic Nucleus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2015.7319650","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319650","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737550","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737550","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1510022811","https://openalex.org/W1967065876","https://openalex.org/W1974832318","https://openalex.org/W1976652631","https://openalex.org/W1992576292","https://openalex.org/W2053074771","https://openalex.org/W2067461912","https://openalex.org/W2071264017","https://openalex.org/W2091150634","https://openalex.org/W2114727679","https://openalex.org/W2128791381","https://openalex.org/W2140001342","https://openalex.org/W2152465745","https://openalex.org/W2158698691","https://openalex.org/W2168094319","https://openalex.org/W2171856043","https://openalex.org/W2322096790","https://openalex.org/W2476797758"],"related_works":["https://openalex.org/W2167683893","https://openalex.org/W2093780015","https://openalex.org/W20470332","https://openalex.org/W4289755640","https://openalex.org/W2022280818","https://openalex.org/W1978516934","https://openalex.org/W2056849177","https://openalex.org/W1997179847","https://openalex.org/W3031817477","https://openalex.org/W2063726860"],"abstract_inverted_index":{"Deep":[0],"Brain":[1],"Stimulation":[2],"(DBS)":[3],"provides":[4],"significant":[5],"therapeutic":[6],"benefit":[7],"for":[8,94],"movement":[9],"disorders":[10],"such":[11,49,70],"as":[12],"Parkinson's":[13],"disease.":[14],"Current":[15],"DBS":[16,38,45,51],"devices":[17],"lack":[18],"real-time":[19],"feedback":[20],"(thus":[21],"are":[22,28,53],"open":[23],"loop)":[24],"and":[25,44,107,189],"stimulation":[26,105],"parameters":[27,52],"adjusted":[29,54],"during":[30],"scheduled":[31],"visits":[32],"with":[33],"a":[34,65,90,142,159,169],"clinician.":[35],"A":[36,113],"closed-loop":[37],"system":[39],"may":[40],"reduce":[41],"power":[42],"consumption":[43],"side":[46],"effects.":[47],"In":[48,137],"systems,":[50],"based":[55],"on":[56],"patient's":[57],"behavior,":[58],"which":[59],"means":[60],"that":[61,126,146,166],"behavior":[62,115,135,143],"detection":[63,116,144],"is":[64,89,147,168,201],"major":[66],"step":[67],"in":[68],"designing":[69],"systems.":[71],"Various":[72],"physiological":[73],"signals":[74,175],"can":[75,100],"be":[76,101,119],"used":[77,181],"to":[78,121,149,185,192],"recognize":[79],"the":[80,95,104,152,194],"behaviors.":[81],"Subthalamic":[82],"Nucleus":[83],"(STN)":[84],"Local":[85],"Field":[86],"Potential":[87],"(LFP)":[88],"great":[91],"candidate":[92],"signal":[93],"neural":[96],"feedback,":[97],"because":[98],"it":[99,127,191],"recorded":[102,176],"from":[103,178],"lead":[106],"does":[108],"not":[109,129],"require":[110],"additional":[111],"sensors.":[112],"practical":[114],"method":[117,145,184,200],"should":[118,128],"able":[120,148],"detect":[122,151,193],"behaviors":[123],"asynchronously":[124,150],"meaning":[125],"use":[130,190],"any":[131],"prior":[132],"knowledge":[133],"of":[134,155,161,198],"onsets.":[136],"this":[138,162,187,199],"paper,":[139],"we":[140,164],"introduce":[141],"finger":[153,195],"movements":[154],"Parkinson":[156],"patients.":[157],"As":[158],"result":[160],"study,":[163],"learned":[165],"there":[167],"motor-modulated":[170],"inter-hemispheric":[171],"connectivity":[172,188],"between":[173],"LFP":[174],"bilaterally":[177],"STN.":[179],"We":[180],"non-linear":[182],"regression":[183],"measure":[186],"movements.":[196],"Performance":[197],"evaluated":[202],"using":[203],"Receiver":[204],"Operating":[205],"Characteristic":[206],"(ROC).":[207]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}