{"id":"https://openalex.org/W2294285536","doi":"https://doi.org/10.1109/embc.2015.7319649","title":"Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation","display_name":"Application of higher-order spectral analysis to local field potentials recorded in patients treated with deep brain stimulation","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2294285536","doi":"https://doi.org/10.1109/embc.2015.7319649","mag":"2294285536","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737549"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319649","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":true,"oa_status":"green","oa_url":"https://ieeexplore.ieee.org/document/7319649","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058563905","display_name":"Sara Marceglia","orcid":"https://orcid.org/0000-0002-0456-866X"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sara Marceglia","raw_affiliation_strings":["Dipartimento di Ingegneria e Architettura, Universit\u00e0 degli Studi di Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria e Architettura, Universit\u00e0 degli Studi di Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073440301","display_name":"Anna Maria Bianchi","orcid":"https://orcid.org/0000-0002-8290-7460"},"institutions":[{"id":"https://openalex.org/I4210142020","display_name":"Consorzio di Bioingegneria e Informatica Medica","ror":"https://ror.org/044w95594","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210142020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Maria Bianchi","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy","institution_ids":["https://openalex.org/I4210142020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047969875","display_name":"Guglielmo Foffani","orcid":"https://orcid.org/0000-0001-7289-6668"},"institutions":[{"id":"https://openalex.org/I4210142745","display_name":"Hospital Nacional de Parapl\u00e9jicos","ror":"https://ror.org/04xzgfg07","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210141158","https://openalex.org/I4210142745"]},{"id":"https://openalex.org/I4210141158","display_name":"Servicio de Salud de Castilla La Mancha","ror":"https://ror.org/03k8zj440","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210141158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guglielmo Foffani","raw_affiliation_strings":["Hospital Nacional de Paraplejicos, SESCAM, Toledo, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Nacional de Paraplejicos, SESCAM, Toledo, Spain","institution_ids":["https://openalex.org/I4210142745","https://openalex.org/I4210141158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068817937","display_name":"Alberto Priori","orcid":"https://orcid.org/0000-0002-1549-3851"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I2803066834","display_name":"Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico","ror":"https://ror.org/016zn0y21","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2803066834","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Priori","raw_affiliation_strings":["Neurotechnology, and Movement Disorders, Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico and Universit\u00e0 degli Studi di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Neurotechnology, and Movement Disorders, Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico and Universit\u00e0 degli Studi di Milano, Milano, Italy","institution_ids":["https://openalex.org/I2803066834","https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017502703","display_name":"S. Cerutti","orcid":"https://orcid.org/0000-0002-9607-8755"},"institutions":[{"id":"https://openalex.org/I4210142020","display_name":"Consorzio di Bioingegneria e Informatica Medica","ror":"https://ror.org/044w95594","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210142020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Cerutti","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Milano, Italy","institution_ids":["https://openalex.org/I4210142020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058563905"],"corresponding_institution_ids":["https://openalex.org/I142444530"],"apc_list":null,"apc_paid":null,"fwci":0.213,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60912226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":null,"first_page":"5549","last_page":"5552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":1.0,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.9388142824172974},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.7669292688369751},{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.7476483583450317},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.6295686960220337},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.6261591911315918},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5756711959838867},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5013422966003418},{"id":"https://openalex.org/keywords/phase-synchronization","display_name":"Phase synchronization","score":0.4742254912853241},{"id":"https://openalex.org/keywords/basal-ganglia","display_name":"Basal ganglia","score":0.47093477845191956},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.4298953711986542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4117547273635864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3795865774154663},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.37803810834884644},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34821927547454834},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28279775381088257},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22815954685211182},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14394071698188782},{"id":"https://openalex.org/keywords/central-nervous-system","display_name":"Central nervous system","score":0.1327555775642395},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.10523733496665955},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.09448754787445068},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0817708671092987},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08003553748130798},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07225966453552246}],"concepts":[{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.9388142824172974},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.7669292688369751},{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.7476483583450317},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.6295686960220337},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.6261591911315918},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5756711959838867},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5013422966003418},{"id":"https://openalex.org/C194027367","wikidata":"https://www.wikidata.org/wiki/Q4420475","display_name":"Phase synchronization","level":3,"score":0.4742254912853241},{"id":"https://openalex.org/C2778187257","wikidata":"https://www.wikidata.org/wiki/Q464210","display_name":"Basal ganglia","level":3,"score":0.47093477845191956},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.4298953711986542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4117547273635864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3795865774154663},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.37803810834884644},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34821927547454834},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28279775381088257},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22815954685211182},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14394071698188782},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.1327555775642395},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.10523733496665955},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.09448754787445068},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0817708671092987},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08003553748130798},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07225966453552246},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D001479","descriptor_name":"Basal Ganglia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001479","descriptor_name":"Basal Ganglia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001479","descriptor_name":"Basal Ganglia","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004567","descriptor_name":"Electrodes, Implanted","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":"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":"D046690","descriptor_name":"Deep Brain Stimulation","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":true},{"descriptor_ui":"D046690","descriptor_name":"Deep Brain Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2015.7319649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319649","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:26737549","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737549","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},{"id":"pmh:oai:arts.units.it:11368/2868506","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/7319649","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:re.public.polimi.it:11311/984902","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/984902","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arts.units.it:11368/2868506","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/7319649","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1963809927","https://openalex.org/W1971281397","https://openalex.org/W1987077342","https://openalex.org/W2004406940","https://openalex.org/W2022668424","https://openalex.org/W2037222792","https://openalex.org/W2048658576","https://openalex.org/W2049304438","https://openalex.org/W2058807673","https://openalex.org/W2073903671","https://openalex.org/W2114715506","https://openalex.org/W2120226012","https://openalex.org/W2126718345","https://openalex.org/W2136556899","https://openalex.org/W2151164045","https://openalex.org/W2156733209","https://openalex.org/W2170674853","https://openalex.org/W2171601518","https://openalex.org/W2923924274","https://openalex.org/W6760346388"],"related_works":["https://openalex.org/W2025347688","https://openalex.org/W1533811891","https://openalex.org/W1975718671","https://openalex.org/W2043401111","https://openalex.org/W2056777881","https://openalex.org/W4379385222","https://openalex.org/W4250102971","https://openalex.org/W3081635124","https://openalex.org/W2463887593","https://openalex.org/W2056849177"],"abstract_inverted_index":{"Local":[0],"field":[1],"potentials":[2],"(LFPs)":[3],"recorded":[4],"from":[5],"implanted":[6],"deep":[7],"brain":[8],"electrodes":[9],"demonstrated":[10],"the":[11,44,58],"oscillatory":[12],"nature":[13],"of":[14,46,61],"human":[15],"basal":[16],"ganglia.":[17],"LFP":[18,67],"rhythms":[19],"were":[20],"mainly":[21],"characterized":[22],"by":[23],"means":[24],"od":[25],"power":[26],"spectral":[27,48,78],"analysis,":[28],"thus":[29],"loosing":[30],"information":[31],"related":[32,40],"to":[33,38,66,73,82],"rhythm":[34,86],"phase":[35,41],"synchronization":[36],"and":[37,63,88,93],"event":[39],"modulations.":[42],"Because":[43],"application":[45],"higher-order":[47,77],"analysis":[49,65,79],"methodology":[50],"can":[51],"overcome":[52],"such":[53],"limitation,":[54],"here":[55],"we":[56],"review":[57],"present":[59],"applications":[60],"bispectral":[62],"cross-bispectral":[64],"recordings.":[68],"The":[69],"results":[70],"obtained":[71],"up":[72],"now":[74],"showed":[75],"that":[76],"was":[80],"able":[81],"clarify":[83],"detect":[84],"different":[85,91],"synchronizations":[87],"interactions":[89],"characterizing":[90],"pathologies":[92],"patient's":[94],"states.":[95]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
