{"id":"https://openalex.org/W2896164972","doi":"https://doi.org/10.1109/tbme.2018.2874716","title":"A Patient-Specific Approach for Short-Term Epileptic Seizures Prediction Through the Analysis of EEG Synchronization","display_name":"A Patient-Specific Approach for Short-Term Epileptic Seizures Prediction Through the Analysis of EEG Synchronization","publication_year":2018,"publication_date":"2018-10-08","ids":{"openalex":"https://openalex.org/W2896164972","doi":"https://doi.org/10.1109/tbme.2018.2874716","mag":"2896164972","pmid":"https://pubmed.ncbi.nlm.nih.gov/30296211"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2018.2874716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2874716","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://iris.uniroma1.it/bitstream/11573/1180287/6/Detti_postprint_A-Patient-specific_2019.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059499397","display_name":"Paolo Detti","orcid":"https://orcid.org/0000-0001-5717-5272"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Detti","raw_affiliation_strings":["Department of Information Engineering and Mathematics, University of Siena, Siena, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5717-5272","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena, Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064954089","display_name":"Garazi Zabalo Manrique de Lara","orcid":"https://orcid.org/0000-0003-4891-0110"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Garazi Zabalo Manrique de Lara","raw_affiliation_strings":["Department of Information Engineering and Mathematics, University of Siena"],"raw_orcid":"https://orcid.org/0000-0003-4891-0110","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102938312","display_name":"Renato Bruni","orcid":"https://orcid.org/0000-0001-5351-5372"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Renato Bruni","raw_affiliation_strings":["Department of \u201cIngegneria Informatica, Automatica e Gestionale,\u201d, University \u201cSapienza\u201d of Rome","Department of \"Ingegneria Informatica, Automatica e Gestionale,\", University \"Sapienza\" of Rome"],"raw_orcid":"https://orcid.org/0000-0001-5351-5372","affiliations":[{"raw_affiliation_string":"Department of \u201cIngegneria Informatica, Automatica e Gestionale,\u201d, University \u201cSapienza\u201d of Rome","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of \"Ingegneria Informatica, Automatica e Gestionale,\", University \"Sapienza\" of Rome","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021002706","display_name":"Marco Pranzo","orcid":"https://orcid.org/0000-0002-8433-5195"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Pranzo","raw_affiliation_strings":["Department of Information Engineering and Mathematics, University of Siena"],"raw_orcid":"https://orcid.org/0000-0002-8433-5195","affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080804144","display_name":"Francesco Sarnari","orcid":"https://orcid.org/0009-0008-5383-6764"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Sarnari","raw_affiliation_strings":["Department of Information Engineering and Mathematics, University of Siena"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Mathematics, University of Siena","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110133679","display_name":"Giampaolo Vatti","orcid":null},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giampaolo Vatti","raw_affiliation_strings":["Department of Medicine, Surgery and Neuroscience, University of Siena"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Surgery and Neuroscience, University of Siena","institution_ids":["https://openalex.org/I102064193"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6957,"has_fulltext":true,"cited_by_count":66,"citation_normalized_percentile":{"value":0.90220917,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"66","issue":"6","first_page":"1494","last_page":"1504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9300000071525574,"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":0.9300000071525574,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.02070000022649765,"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/T10094","display_name":"Epilepsy research and treatment","score":0.014600000344216824,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7793470621109009},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7381511926651001},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.7286704182624817},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6725491285324097},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5815486311912537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5403774976730347},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.517980694770813},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49975156784057617},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4436938762664795},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.43409132957458496},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.4232121706008911},{"id":"https://openalex.org/keywords/neurology","display_name":"Neurology","score":0.4160059094429016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3998052477836609},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37659400701522827},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20644468069076538},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1229933500289917},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10360854864120483}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7793470621109009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7381511926651001},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.7286704182624817},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6725491285324097},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5815486311912537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5403774976730347},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.517980694770813},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49975156784057617},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4436938762664795},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.43409132957458496},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.4232121706008911},{"id":"https://openalex.org/C16568411","wikidata":"https://www.wikidata.org/wiki/Q83042","display_name":"Neurology","level":2,"score":0.4160059094429016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3998052477836609},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37659400701522827},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20644468069076538},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1229933500289917},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10360854864120483},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","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":"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":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","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":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058407","descriptor_name":"Electroencephalography Phase Synchronization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058407","descriptor_name":"Electroencephalography Phase Synchronization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058407","descriptor_name":"Electroencephalography Phase Synchronization","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":4,"locations":[{"id":"doi:10.1109/tbme.2018.2874716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2874716","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:30296211","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30296211","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 transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:iris.uniroma1.it:11573/1180287","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1180287","pdf_url":"https://iris.uniroma1.it/bitstream/11573/1180287/6/Detti_postprint_A-Patient-specific_2019.pdf","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:usiena-air.unisi.it:11365/1061587","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/8485782","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1180287","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1180287","pdf_url":"https://iris.uniroma1.it/bitstream/11573/1180287/6/Detti_postprint_A-Patient-specific_2019.pdf","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1018278114","display_name":null,"funder_award_id":"2007-2013","funder_id":"https://openalex.org/F4320326084","funder_display_name":"Regione Toscana"},{"id":"https://openalex.org/G2883409897","display_name":null,"funder_award_id":"PAR FAS 2007-2013","funder_id":"https://openalex.org/F4320326084","funder_display_name":"Regione Toscana"}],"funders":[{"id":"https://openalex.org/F4320326084","display_name":"Regione Toscana","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2896164972.pdf","grobid_xml":"https://content.openalex.org/works/W2896164972.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W579623069","https://openalex.org/W877297219","https://openalex.org/W1556131344","https://openalex.org/W1918402758","https://openalex.org/W1966641148","https://openalex.org/W2007945931","https://openalex.org/W2009902427","https://openalex.org/W2011016891","https://openalex.org/W2020033160","https://openalex.org/W2035541773","https://openalex.org/W2036350498","https://openalex.org/W2050418635","https://openalex.org/W2054845099","https://openalex.org/W2057127352","https://openalex.org/W2063682302","https://openalex.org/W2074834196","https://openalex.org/W2079207152","https://openalex.org/W2101234009","https://openalex.org/W2109582949","https://openalex.org/W2110661716","https://openalex.org/W2113957296","https://openalex.org/W2119705365","https://openalex.org/W2127261457","https://openalex.org/W2133567003","https://openalex.org/W2144060956","https://openalex.org/W2152282628","https://openalex.org/W2160369036","https://openalex.org/W2167822639","https://openalex.org/W2246329527","https://openalex.org/W2295598076","https://openalex.org/W2308022900","https://openalex.org/W2558173024","https://openalex.org/W2586456943","https://openalex.org/W2594111781","https://openalex.org/W2594644573","https://openalex.org/W2766958857","https://openalex.org/W2768348081","https://openalex.org/W6633205339","https://openalex.org/W6675354045","https://openalex.org/W6745609711","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W35919320","https://openalex.org/W1508895727","https://openalex.org/W4241418540","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,47,64,162,173,193],"a":[2,25,53,92,104,119,171,194],"neurological":[3],"disorder":[4],"arising":[5],"from":[6,81],"anomalies":[7],"of":[8,35,51,60,140,143,146,152,190,199],"the":[9,13,45,49,58,71,97,100,108,141,144,166,188,197],"electrical":[10],"activity":[11],"in":[12,70,77,99,168],"brain,":[14],"affecting":[15],"about":[16],"65":[17],"millions":[18],"individuals":[19],"worldwide.":[20],"OBJECTIVE:":[21],"This":[22],"paper":[23],"proposes":[24],"patient-specific":[26],"approach":[27,63],"for":[28,57,106,204],"short-term":[29],"prediction":[30,59],"(i.e.,":[31],"within":[32],"few":[33],"minutes)":[34],"epileptic":[36],"seizures.":[37,61],"METHODS:":[38],"We":[39,112],"use":[40,189],"noninvasive":[41,54,191],"EEG":[42,72,134],"data,":[43],"since":[44],"aim":[46],"exploring":[48],"possibility":[50],"developing":[52],"monitoring/control":[55],"device":[56],"Our":[62],"based":[65],"on":[66,130,137],"finding":[67],"synchronization":[68,169],"patterns":[69],"that":[73,155],"allow":[74],"to":[75,95,164],"distinguish":[76],"real":[78],"time":[79],"preictal":[80,109],"interictal":[82],"states.":[83],"In":[84],"practice,":[85],"we":[86],"develop":[87],"easily":[88],"computable":[89],"functions":[90],"over":[91],"graph":[93],"model":[94],"capture":[96],"variations":[98],"synchronization,":[101],"and":[102,118,121,136,148,158,186,201],"employ":[103],"classifier":[105,125],"identifying":[107],"state.":[110],"RESULTS:":[111],"compare":[113],"two":[114],"state-of-the-art":[115],"classification":[116],"algorithms":[117],"simple":[120,157],"computationally":[122,159],"inexpensive":[123],"threshold-based":[124],"developed":[126],"ad":[127],"hoc.":[128],"Results":[129],"publicly":[131],"available":[132],"scalp":[133,138],"database":[135],"data":[139],"patients":[142],"Unit":[145],"Neurology":[147],"Neurophysiology":[149],"at":[150],"University":[151],"Siena":[153],"show":[154],"this":[156],"viable":[160],"processing":[161],"able":[163],"highlight":[165],"changes":[167],"when":[170],"seizure":[172],"approaching.":[174],"CONCLUSION":[175],"AND":[176],"SIGNIFICANCE:":[177],"The":[178],"proposed":[179],"approach,":[180],"characterized":[181],"by":[182,187],"low":[183],"computational":[184],"requirements":[185],"techniques,":[192],"step":[195],"toward":[196],"development":[198],"portable":[200],"wearable":[202],"devices":[203],"real-life":[205],"use.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
