{"id":"https://openalex.org/W1992410255","doi":"https://doi.org/10.1109/jbhi.2015.2424074","title":"Epileptic Seizure Detection Based on Partial Directed Coherence Analysis","display_name":"Epileptic Seizure Detection Based on Partial Directed Coherence Analysis","publication_year":2015,"publication_date":"2015-04-17","ids":{"openalex":"https://openalex.org/W1992410255","doi":"https://doi.org/10.1109/jbhi.2015.2424074","mag":"1992410255","pmid":"https://pubmed.ncbi.nlm.nih.gov/25898286"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2015.2424074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2424074","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","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/A5100367292","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0001-5859-3724"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020296881","display_name":"Zhongjiang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongjiang Sun","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101502386","display_name":"Ran Tao","orcid":"https://orcid.org/0000-0003-4564-4312"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Tao","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398317","display_name":"Kuo Li","orcid":"https://orcid.org/0000-0003-4571-4771"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]},{"id":"https://openalex.org/I4210121771","display_name":"First Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/02tbvhh96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121771"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuo Li","raw_affiliation_strings":["Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210121771"]},{"raw_affiliation_string":"[Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051621625","display_name":"Gang Bao","orcid":"https://orcid.org/0000-0001-5501-554X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]},{"id":"https://openalex.org/I4210121771","display_name":"First Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/02tbvhh96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121771"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Bao","raw_affiliation_strings":["Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210121771"]},{"raw_affiliation_string":"[Department of Neurosurgery, First Affiliated Hospital, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101751462","display_name":"Xiangguo Yan","orcid":"https://orcid.org/0000-0002-1475-1468"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangguo Yan","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"[Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China]","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100367292"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":3.0645,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.91470509,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"3","first_page":"873","last_page":"879"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9954000115394592,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9754999876022339,"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/electroencephalography","display_name":"Electroencephalography","score":0.7735812664031982},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7569150924682617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6785358190536499},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.6208980083465576},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5712946057319641},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5644093751907349},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5615116357803345},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4613404870033264},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.44110727310180664},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.4101465940475464},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39011886715888977},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17594727873802185},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16170835494995117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13276150822639465},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10240113735198975}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7735812664031982},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7569150924682617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785358190536499},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.6208980083465576},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5712946057319641},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5644093751907349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5615116357803345},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4613404870033264},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.44110727310180664},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.4101465940475464},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39011886715888977},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17594727873802185},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16170835494995117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13276150822639465},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10240113735198975}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"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":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2015.2424074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2424074","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:25898286","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25898286","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1131501491","display_name":null,"funder_award_id":"61471291","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2658819040","display_name":null,"funder_award_id":"81201162","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1556131344","https://openalex.org/W1969132607","https://openalex.org/W1971959207","https://openalex.org/W1972421940","https://openalex.org/W1972514540","https://openalex.org/W1976724965","https://openalex.org/W1984087010","https://openalex.org/W1997861043","https://openalex.org/W2008474726","https://openalex.org/W2011909313","https://openalex.org/W2017960224","https://openalex.org/W2030551418","https://openalex.org/W2031675364","https://openalex.org/W2037506034","https://openalex.org/W2041935121","https://openalex.org/W2042323927","https://openalex.org/W2050209058","https://openalex.org/W2060529818","https://openalex.org/W2062572512","https://openalex.org/W2063682302","https://openalex.org/W2080966422","https://openalex.org/W2086498469","https://openalex.org/W2088222765","https://openalex.org/W2102244548","https://openalex.org/W2113894235","https://openalex.org/W2136562407","https://openalex.org/W2142635246","https://openalex.org/W2158076175","https://openalex.org/W2170498245","https://openalex.org/W2221081601","https://openalex.org/W6633205339","https://openalex.org/W6646606474"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542","https://openalex.org/W2032664813","https://openalex.org/W2166624857","https://openalex.org/W2331313489","https://openalex.org/W1981989525"],"abstract_inverted_index":{"Long-term":[0],"video":[1],"EEG":[2,19,48,121,137,179],"epilepsy":[3,22,85,230],"monitoring":[4],"can":[5,24],"help":[6],"doctors":[7,15],"diagnose":[8],"and":[9,62,100,103,175,210],"cure":[10],"epilepsy.":[11],"The":[12,32,181],"workload":[13],"of":[14,21,34,58,75,84,88,105,131,153,178,193,198,203,208,215,229,250],"to":[16,79,119,135,141,149,165],"read":[17],"the":[18,46,55,73,81,90,101,115,129,143,150,156,162,190,195,200,205,211,226,238],"signals":[20],"patients":[23],"be":[25,124],"effectively":[26],"reduced":[27],"by":[28,126],"automatic":[29],"seizure":[30,51,64,82,227,251],"detection.":[31,252],"application":[33],"partial":[35],"directed":[36],"coherence":[37],"(PDC)":[38],"analysis":[39,111,244],"as":[40,161],"mechanism":[41],"for":[42,50,96,171,224],"feature":[43,144],"extraction":[44],"in":[45,139,248],"scalp":[47],"recordings":[49],"detection":[52,213],"could":[53,123],"reflect":[54],"physiological":[56],"changes":[57],"brain":[59],"activity":[60],"before":[61],"after":[63],"onsets.":[65],"In":[66],"this":[67,220],"study,":[68],"a":[69,97,166,186],"new":[70],"approach":[71],"on":[72,109,242],"basis":[74],"PDC":[76,110,243],"was":[77,94,112,159,222],"proposed":[78,182,239],"detect":[80],"intervals":[83,228],"patients.":[86,231],"First":[87],"all,":[89],"multivariate":[91],"autoregressive":[92],"model":[93],"established":[95],"moving":[98],"window":[99],"direction":[102],"intensity":[104,130],"information":[106,117,132,158],"flow":[107,133],"based":[108,241],"calculated.":[113],"Then,":[114],"outflow":[116,157],"related":[118],"certain":[120],"channel":[122],"obtained":[125],"summing":[127],"up":[128],"propagated":[134],"other":[136,235],"channels":[138],"order":[140],"reduce":[142],"dimensionality.":[145],"At":[146],"last,":[147],"according":[148],"pathological":[151],"features":[152],"epileptic":[154],"seizures,":[155],"regarded":[160],"input":[163],"vectors":[164],"support":[167],"vector":[168],"machine":[169],"classifier":[170],"discriminating":[172],"interictal":[173],"periods":[174,177],"ictal":[176],"signals.":[180],"method":[183,221,240],"had":[184],"achieved":[185,245],"good":[187],"performance":[188],"with":[189,234],"correct":[191],"rate":[192,197,202,207,214],"98.3%,":[194],"selectivity":[196],"67.88%,":[199],"sensitivity":[201],"91.44%,":[204],"specificity":[206],"99.34%,":[209],"average":[212],"95.39%,":[216],"which":[217],"demonstrated":[218],"that":[219],"suitable":[223],"detecting":[225],"By":[232],"comparing":[233],"existing":[236],"techniques,":[237],"significant":[246],"improvement":[247],"terms":[249]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
