{"id":"https://openalex.org/W4386471884","doi":"https://doi.org/10.1007/s11517-023-02916-w","title":"Automatic detection of ictal activity in EEG using synchronization and chaos-based attributes","display_name":"Automatic detection of ictal activity in EEG using synchronization and chaos-based attributes","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4386471884","doi":"https://doi.org/10.1007/s11517-023-02916-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/37673851"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-023-02916-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-023-02916-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-023-02916-w.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11517-023-02916-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077833554","display_name":"Asma Mahgoub","orcid":"https://orcid.org/0000-0002-6469-9039"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Asma Mahgoub","raw_affiliation_strings":["Hamad Bin Khalifa University, Doha, Qatar. asma.o.mahgoub@gmail.com","Qatar University, Doha, Qatar. asma.o.mahgoub@gmail.com","Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-6469-9039","affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Doha, Qatar. asma.o.mahgoub@gmail.com","institution_ids":["https://openalex.org/I4210144839"]},{"raw_affiliation_string":"Qatar University, Doha, Qatar. asma.o.mahgoub@gmail.com","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010196813","display_name":"Marwa Qaraqe","orcid":"https://orcid.org/0000-0003-0767-2478"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Marwa Qaraqe","raw_affiliation_strings":["Hamad Bin Khalifa University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University, Doha, Qatar","institution_ids":["https://openalex.org/I4210144839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077833554"],"corresponding_institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I60342839"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":{"value":2890,"currency":"EUR","value_usd":3690},"fwci":1.0652,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75601701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"61","issue":"12","first_page":"3387","last_page":"3396"},"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/T10094","display_name":"Epilepsy research and treatment","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.987500011920929,"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/electroencephalography","display_name":"Electroencephalography","score":0.8063712120056152},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7173424363136292},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.6960951089859009},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.6827491521835327},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6115953922271729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.562463104724884},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5605136752128601},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5420220494270325},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.47359874844551086},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.44783854484558105},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4420643746852875},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.417211651802063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21075567603111267},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20449841022491455},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11381492018699646},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.10394757986068726}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8063712120056152},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7173424363136292},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6960951089859009},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.6827491521835327},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6115953922271729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.562463104724884},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5605136752128601},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5420220494270325},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.47359874844551086},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.44783854484558105},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4420643746852875},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.417211651802063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21075567603111267},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20449841022491455},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11381492018699646},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.10394757986068726},{"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},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"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":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013482","descriptor_name":"Superoxide Dismutase","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013482","descriptor_name":"Superoxide Dismutase","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013482","descriptor_name":"Superoxide Dismutase","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":4,"locations":[{"id":"doi:10.1007/s11517-023-02916-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-023-02916-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-023-02916-w.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:37673851","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37673851","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10746768","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10746768","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10746768/pdf/11517_2023_Article_2916.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Med Biol Eng Comput","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/24998267","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Automatic_detection_of_ictal_activity_in_EEG_using_synchronization_and_chaos-based_attributes/24998267","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11517-023-02916-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-023-02916-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-023-02916-w.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7106218355","display_name":null,"funder_award_id":"GSRA6-2-0601-19059","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320309815","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05"},{"id":"https://openalex.org/F4320319188","display_name":"Hamad Bin Khalifa University","ror":"https://ror.org/03eyq4y97"},{"id":"https://openalex.org/F4320321038","display_name":"Fonds National de la Recherche Luxembourg","ror":"https://ror.org/039z13y21"},{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"},{"id":"https://openalex.org/F4320334468","display_name":"Qatar National Library","ror":"https://ror.org/02jv93662"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386471884.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1498180239","https://openalex.org/W1580847932","https://openalex.org/W1923498439","https://openalex.org/W1979819271","https://openalex.org/W2051641255","https://openalex.org/W2056349259","https://openalex.org/W2103525487","https://openalex.org/W2162800060","https://openalex.org/W2502209207","https://openalex.org/W2505522874","https://openalex.org/W2536349825","https://openalex.org/W2578620190","https://openalex.org/W2608948620","https://openalex.org/W2735395764","https://openalex.org/W2779764605","https://openalex.org/W2797113556","https://openalex.org/W2804896566","https://openalex.org/W2809868225","https://openalex.org/W2810364570","https://openalex.org/W2907368743","https://openalex.org/W2913834334","https://openalex.org/W2946520801","https://openalex.org/W2948008503","https://openalex.org/W3005241303","https://openalex.org/W3030870789","https://openalex.org/W3042886859","https://openalex.org/W3105728206","https://openalex.org/W3128304161","https://openalex.org/W3159472743","https://openalex.org/W4238664500","https://openalex.org/W4376597380","https://openalex.org/W4386471884"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W1557094818","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W3000816921","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W2166624857","https://openalex.org/W2899025944"],"abstract_inverted_index":{"Automatic":[0],"seizure":[1,14],"onset":[2],"detectors":[3,29],"(SODs)":[4],"have":[5],"been":[6],"proposed":[7,30],"to":[8,17,37,59,129,169,188],"alert":[9],"epileptic":[10],"patients":[11,120],"when":[12],"a":[13,61,76,122,135,140,177],"is":[15,58],"about":[16],"happen":[18],"and":[19,35,49,63,84,116,126,139,153,165],"in":[20,31,39,162],"turn":[21],"improve":[22],"their":[23],"quality":[24],"of":[25,55,87,106,137,144,160],"life.":[26],"Yet,":[27],"the":[28,53,72,79,85,88,94,98,104,131,158],"literature":[32],"are":[33],"complex":[34],"difficult":[36],"implement":[38],"real-time":[40],"as":[41],"they":[42],"utilize":[43],"large":[44],"feature":[45,180],"sets":[46],"with":[47,134,185],"redundant":[48],"irrelevant":[50],"features.":[51,193],"Hence,":[52],"aim":[54],"this":[56],"work":[57,173],"propose":[60],"simple":[62],"lightweight":[64],"SOD":[65,184],"that":[66,70,151,175,190],"exploits":[67],"two":[68],"characteristics":[69],"reflect":[71,157],"neuronal":[73],"behavior":[74],"during":[75],"seizure.":[77],"Namely,":[78],"synchronization":[80,90,152],"between":[81],"EEG":[82,108,124,163],"channels":[83],"chaoticity":[86,105],"EEG;":[89],"was":[91,114,127],"measured":[92],"by":[93],"condition":[95],"number":[96],"while":[97],"recurrence":[99],"period":[100],"density":[101],"entropy":[102],"estimated":[103],"an":[107,183],"signal.":[109],"A":[110],"support":[111],"vector":[112],"machine":[113],"trained":[115],"tested":[117],"on":[118],"10":[119],"from":[121],"scalp":[123],"dataset":[125],"able":[128],"detect":[130],"considered":[132],"seizures":[133,161],"sensitivity":[136],"100%":[138],"false":[141],"positives":[142],"rate":[143],"0.5":[145],"per":[146],"hour.":[147],"The":[148],"results":[149],"indicate":[150],"chaos":[154],"attributes":[155],"can":[156,166,181],"manifestation":[159],"data":[164],"be":[167],"used":[168],"develop":[170],"SODs.":[171],"This":[172],"emphasizes":[174],"even":[176],"single":[178],"relevant":[179],"produce":[182],"comparable":[186],"performance":[187],"SODs":[189],"use":[191],"many":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
