{"id":"https://openalex.org/W2754910239","doi":"https://doi.org/10.1109/embc.2017.8037825","title":"A marked point process approach for identifying neural correlates of tics in Tourette Syndrome","display_name":"A marked point process approach for identifying neural correlates of tics in Tourette Syndrome","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754910239","doi":"https://doi.org/10.1109/embc.2017.8037825","mag":"2754910239","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060866"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042649055","display_name":"Carlos A. Loza","orcid":"https://orcid.org/0000-0002-0509-5104"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos A. Loza","raw_affiliation_strings":["Computational NeuroEngineering Laboratory (CNEL), University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory (CNEL), University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103685692","display_name":"Jonathan B. Shute","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan B. Shute","raw_affiliation_strings":["Department of Biomedical Engineering, University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019504861","display_name":"Jos\u00e9 C. Pr\u0131\u0301ncipe","orcid":"https://orcid.org/0000-0002-3449-3531"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose C. Principe","raw_affiliation_strings":["Computational NeuroEngineering Laboratory (CNEL), University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computational NeuroEngineering Laboratory (CNEL), University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056665061","display_name":"Michael S. Okun","orcid":"https://orcid.org/0000-0002-6247-9358"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. Okun","raw_affiliation_strings":["Department of Neurology, University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011973532","display_name":"Aysegul Gunduz","orcid":"https://orcid.org/0000-0001-7925-0747"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aysegul Gunduz","raw_affiliation_strings":["Department of Biomedical Engineering, University of Florida, Gainesville, FL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Florida, Gainesville, FL","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":3.7563,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94754944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2017","issue":null,"first_page":"4375","last_page":"4378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","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/T10788","display_name":"Neuroscience and Music Perception","score":0.9961000084877014,"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/tourette-syndrome","display_name":"Tourette syndrome","score":0.6766762137413025},{"id":"https://openalex.org/keywords/local-field-potential","display_name":"Local field potential","score":0.6262677311897278},{"id":"https://openalex.org/keywords/tics","display_name":"Tics","score":0.5848047733306885},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5702792406082153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5358729362487793},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5097302794456482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45057588815689087},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4483536183834076},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43936628103256226},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4087666869163513},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2948060631752014}],"concepts":[{"id":"https://openalex.org/C2777026814","wikidata":"https://www.wikidata.org/wiki/Q191779","display_name":"Tourette syndrome","level":2,"score":0.6766762137413025},{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.6262677311897278},{"id":"https://openalex.org/C2777200579","wikidata":"https://www.wikidata.org/wiki/Q738538","display_name":"Tics","level":2,"score":0.5848047733306885},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5702792406082153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5358729362487793},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5097302794456482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45057588815689087},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4483536183834076},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43936628103256226},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4087666869163513},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2948060631752014},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005879","descriptor_name":"Tourette Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005879","descriptor_name":"Tourette Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005879","descriptor_name":"Tourette Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D013788","descriptor_name":"Thalamus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013788","descriptor_name":"Thalamus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020323","descriptor_name":"Tics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020323","descriptor_name":"Tics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020323","descriptor_name":"Tics","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},{"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.2017.8037825","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060866","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060866","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":[],"awards":[{"id":"https://openalex.org/G5307555014","display_name":null,"funder_award_id":"R01NS096008","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"}],"funders":[{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1634005169","https://openalex.org/W1979072695","https://openalex.org/W2010216440","https://openalex.org/W2025116405","https://openalex.org/W2036488048","https://openalex.org/W2080929975","https://openalex.org/W2099641086","https://openalex.org/W2113713615","https://openalex.org/W2115755118","https://openalex.org/W2119578333","https://openalex.org/W2127389037","https://openalex.org/W2129905273","https://openalex.org/W2135160607","https://openalex.org/W2143685192","https://openalex.org/W2153134014","https://openalex.org/W2158930094","https://openalex.org/W2294027246","https://openalex.org/W2312525737","https://openalex.org/W2463505837","https://openalex.org/W2486074288","https://openalex.org/W2743964881","https://openalex.org/W3142790270","https://openalex.org/W4233014035"],"related_works":["https://openalex.org/W2098219093","https://openalex.org/W15751857","https://openalex.org/W3132782391","https://openalex.org/W2546942002","https://openalex.org/W2970216048","https://openalex.org/W2382607599","https://openalex.org/W2051172405","https://openalex.org/W2990720064","https://openalex.org/W4285256445","https://openalex.org/W4248993615"],"abstract_inverted_index":{"We":[0,63,85],"propose":[1],"a":[2,12,58],"novel":[3],"interpretation":[4],"of":[5,26,43,77,81,121,138,146,153],"local":[6],"field":[7],"potentials":[8],"(LFP)":[9],"based":[10],"on":[11],"marked":[13],"point":[14],"process":[15],"(MPP)":[16],"framework":[17],"that":[18],"models":[19],"relevant":[20],"neuromodulations":[21],"as":[22],"shifted":[23],"weighted":[24],"versions":[25],"prototypical":[27],"temporal":[28,79],"patterns.":[29],"Particularly,":[30],"the":[31,38,44,70,74,82,87,91,118,122,125,135,139,147,150,154],"MPP":[32],"samples":[33],"are":[34],"categorized":[35],"according":[36],"to":[37,49,67,96,99,130],"well":[39],"known":[40],"oscillatory":[41],"rhythms":[42],"brain":[45],"in":[46,90,102,128,144],"an":[47],"effort":[48],"elucidate":[50],"spectrally":[51],"specific":[52],"behavioral":[53],"correlates.":[54],"The":[55,108],"result":[56],"is":[57],"transient":[59],"model":[60,71],"for":[61],"LFP.":[62],"exploit":[64],"data-driven":[65],"techniques":[66],"fully":[68],"estimate":[69],"parameters":[72],"with":[73,104],"added":[75],"feature":[76],"exceptional":[78],"resolution":[80],"resulting":[83],"events.":[84],"utilize":[86],"learned":[88],"features":[89],"alpha":[92],"and":[93,124],"beta":[94],"bands":[95],"assess":[97],"correlations":[98],"tic":[100,126],"events":[101],"patients":[103],"Tourette":[105],"Syndrome":[106],"(TS).":[107],"final":[109],"results":[110],"show":[111],"stronger":[112],"coupling":[113],"between":[114],"LFP":[115],"recorded":[116],"from":[117,134],"centromedian-paraficicular":[119],"complex":[120],"thalamus":[123],"marks,":[127],"comparison":[129],"electrocorticogram":[131],"(ECoG)":[132],"recordings":[133],"hand":[136],"area":[137,148],"primary":[140],"motor":[141],"cortex":[142],"(M1)":[143],"terms":[145],"under":[149],"curve":[151],"(AUC)":[152],"receiver":[155],"operating":[156],"characteristic":[157],"(ROC)":[158],"curve.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}