{"id":"https://openalex.org/W3184739035","doi":"https://doi.org/10.1186/s12911-021-01439-4","title":"Spatiotemporal evolution of epileptic seizure based on mutual information and dynamic brain network","display_name":"Spatiotemporal evolution of epileptic seizure based on mutual information and dynamic brain network","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3184739035","doi":"https://doi.org/10.1186/s12911-021-01439-4","mag":"3184739035","pmid":"https://pubmed.ncbi.nlm.nih.gov/34330251"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01439-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01439-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01439-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01439-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069626711","display_name":"Mengnan Ma","orcid":"https://orcid.org/0000-0002-2249-0317"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengnan Ma","raw_affiliation_strings":["Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China","School of Biomedical Engineering, Sun Yat-sen University, No. 132 Waihuan East Road, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, No. 132 Waihuan East Road, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101532666","display_name":"Xiaoyan Wei","orcid":"https://orcid.org/0000-0001-7370-0735"},"institutions":[{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Wei","raw_affiliation_strings":["Minister of Science, Education and Data Management Department, Guangzhou Women and Children's Medical Center, National Children's Medical Center for South Central Region, Guangzhou Medical University, No. 9 Jinsui Road, Guangzhou, 510623, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Minister of Science, Education and Data Management Department, Guangzhou Women and Children's Medical Center, National Children's Medical Center for South Central Region, Guangzhou Medical University, No. 9 Jinsui Road, Guangzhou, 510623, China","institution_ids":["https://openalex.org/I92039509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073772208","display_name":"Yinlin Cheng","orcid":"https://orcid.org/0000-0002-6253-9664"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinlin Cheng","raw_affiliation_strings":["Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China","School of Biomedical Engineering, Sun Yat-sen University, No. 132 Waihuan East Road, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Biomedical Engineering, Sun Yat-sen University, No. 132 Waihuan East Road, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368258","display_name":"Ziyi Chen","orcid":"https://orcid.org/0000-0001-6450-6957"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210128921","display_name":"The First Affiliated Hospital, Sun Yat-sen University","ror":"https://ror.org/037p24858","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Chen","raw_affiliation_strings":["Department of Neurology, First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, First Affiliated Hospital, Sun Yat-sen University, No. 58 Zhongshan 2nd Road, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I4210128921","https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037840405","display_name":"Yi Zhou","orcid":"https://orcid.org/0000-0002-4774-2234"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhou","raw_affiliation_strings":["Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China. zhouyi@mail.sysu.edu.cn","Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China. zhouyi@mail.sysu.edu.cn","Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China. zhouyi@mail.sysu.edu.cn","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Key Laboratory of Tropical Disease Control (Sun Yat-sen University), Ministry of Education, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China. zhouyi@mail.sysu.edu.cn","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Department of Medical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, No. 74 Zhongshan 2nd Road, Guangzhou, 510080, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.5475,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.81453644,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"21","issue":"S2","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.8999999761581421,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.8999999761581421,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.04800000041723251,"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/T10581","display_name":"Neural dynamics and brain function","score":0.022600000724196434,"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/epilepsy","display_name":"Epilepsy","score":0.7092231512069702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7085636258125305},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5792158842086792},{"id":"https://openalex.org/keywords/temporal-lobe","display_name":"Temporal lobe","score":0.5570533871650696},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5507595539093018},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4109742045402527},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4075721800327301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36264556646347046},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1972534954547882}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7092231512069702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7085636258125305},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5792158842086792},{"id":"https://openalex.org/C2781099131","wikidata":"https://www.wikidata.org/wiki/Q744385","display_name":"Temporal lobe","level":3,"score":0.5570533871650696},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5507595539093018},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4109742045402527},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4075721800327301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36264556646347046},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1972534954547882},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","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":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-021-01439-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01439-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01439-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:34330251","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34330251","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:doaj.org/article:d30f18ec3c174310aa23a69f061904dc","is_oa":true,"landing_page_url":"https://doaj.org/article/d30f18ec3c174310aa23a69f061904dc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 21, Iss S2, Pp 1-11 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8323270","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8323270","pdf_url":null,"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":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-021-01439-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01439-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01439-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2873178130","display_name":null,"funder_award_id":"No. B12003","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3054731524","display_name":null,"funder_award_id":"B12003","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4291600889","display_name":null,"funder_award_id":"B12003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5270551511","display_name":null,"funder_award_id":"B12003","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G624327454","display_name":null,"funder_award_id":"Grant No. B12003","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G6869427766","display_name":null,"funder_award_id":"No. 61876194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7777303378","display_name":null,"funder_award_id":"61876194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7795559863","display_name":null,"funder_award_id":"2018YFC0116900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184739035.pdf","grobid_xml":"https://content.openalex.org/works/W3184739035.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1971304951","https://openalex.org/W1991801921","https://openalex.org/W2008691235","https://openalex.org/W2021175457","https://openalex.org/W2043596210","https://openalex.org/W2072372633","https://openalex.org/W2079059681","https://openalex.org/W2101827712","https://openalex.org/W2133242303","https://openalex.org/W2153003514","https://openalex.org/W2212820060","https://openalex.org/W2320054407","https://openalex.org/W2414831821","https://openalex.org/W2473219140","https://openalex.org/W2521472744","https://openalex.org/W2523463197","https://openalex.org/W2559854709","https://openalex.org/W2578081333","https://openalex.org/W2589185097","https://openalex.org/W2626527744","https://openalex.org/W2725119825","https://openalex.org/W2799610518","https://openalex.org/W2805042218","https://openalex.org/W2895352417","https://openalex.org/W2895776450","https://openalex.org/W2905149607","https://openalex.org/W2908080566","https://openalex.org/W2908433262","https://openalex.org/W2912274078","https://openalex.org/W2915524701","https://openalex.org/W2924300997","https://openalex.org/W2952743473","https://openalex.org/W2965277555","https://openalex.org/W2967087414","https://openalex.org/W2976267777","https://openalex.org/W3101731150","https://openalex.org/W4250883246","https://openalex.org/W6604850101","https://openalex.org/W6842039410"],"related_works":["https://openalex.org/W3032587901","https://openalex.org/W2005034415","https://openalex.org/W2034474299","https://openalex.org/W2082833331","https://openalex.org/W4387229259","https://openalex.org/W3201855164","https://openalex.org/W2597914676","https://openalex.org/W2069597861","https://openalex.org/W2166624857","https://openalex.org/W2363907062"],"abstract_inverted_index":{"BACKGROUND:":[0],"Epilepsy":[1],"was":[2],"defined":[3],"as":[4],"an":[5],"abnormal":[6],"brain":[7,33,77,140,200],"network":[8,34,78],"model":[9,80,129],"disease":[10],"in":[11,105],"the":[12,26,31,63,85,89,96,111,117,120,124,131,135,139,142,146,152,165,171,177,182,186,224],"latest":[13],"definition.":[14],"From":[15],"a":[16,75,220],"microscopic":[17],"perspective,":[18],"it":[19],"is":[20],"also":[21,150],"particularly":[22],"important":[23,174],"to":[24,73],"observe":[25],"Mutual":[27],"Information":[28],"(MI)":[29],"of":[30,65,81,91,102,119,123,138,173,185],"whole":[32],"based":[35,115],"on":[36,58,116],"different":[37,106],"lead":[38],"positions.":[39],"METHODS:":[40],"In":[41,192],"this":[42,193],"study,":[43,194],"we":[44,68,94,195],"selected":[45],"EEG":[46,153,208],"data":[47],"from":[48],"representative":[49],"temporal":[50],"lobe":[51,54],"and":[52,62,99,108,141,157,170,205,212],"frontal":[53],"epilepsy":[55,82,103],"patients.":[56],"Based":[57],"Phase":[59],"Space":[60],"Reconstruction":[61],"calculation":[64],"MI":[66],"indicator,":[67],"used":[69],"Complex":[70],"Network":[71],"technology":[72],"construct":[74],"dynamic":[76],"function":[79],"seizure.":[83],"At":[84],"same":[86],"time,":[87],"about":[88],"analysis":[90,118],"our":[92],"network,":[93],"described":[95],"index":[97],"changes":[98],"propagation":[100,155,210],"paths":[101],"discharge":[104],"periods,":[107],"spatially":[109],"monitors":[110],"seizure":[112,147,178,187],"change":[113,168,184,202],"process":[114,188],"parameter":[121],"characteristics":[122],"complex":[125],"network.":[126],"RESULTS:":[127],"Our":[128],"portrayed":[130],"functional":[132],"synergy":[133],"between":[134],"various":[136],"regions":[137],"state":[143,183],"transition":[144],"during":[145,160,176,215],"process.":[148],"We":[149],"characterized":[151],"synchronous":[154,209],"path":[156,169,211],"core":[158,213],"nodes":[159,214],"seizures.":[161],"The":[162,207],"results":[163],"shown":[164],"full":[166],"node":[167],"distribution":[172],"indicators":[175],"process,":[179],"which":[180],"makes":[181],"more":[189],"clearly.":[190],"CONCLUSION:":[191],"have":[196],"demonstrated":[197],"that":[198],"synchronization-based":[199],"networks":[201],"with":[203],"time":[204],"space.":[206],"epileptic":[216],"seizures":[217],"can":[218],"provide":[219],"reference":[221],"for":[222],"finding":[223],"focus":[225],"area.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
