{"id":"https://openalex.org/W3199705583","doi":"https://doi.org/10.1007/978-3-030-86993-9_41","title":"EEG Seizure Prediction Based on Empirical Mode Decomposition and Convolutional Neural Network","display_name":"EEG Seizure Prediction Based on Empirical Mode Decomposition and Convolutional Neural Network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3199705583","doi":"https://doi.org/10.1007/978-3-030-86993-9_41","mag":"3199705583"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86993-9_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86993-9_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5009346768","display_name":"Jianzhuo Yan","orcid":"https://orcid.org/0000-0002-9116-4769"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianzhuo Yan","raw_affiliation_strings":["Beijing University of Technology, Beijing, China","Engineering Research Center of Digital Community, Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Engineering Research Center of Digital Community, Ministry of Education, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022006244","display_name":"Jinnan Li","orcid":"https://orcid.org/0009-0001-2600-956X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinnan Li","raw_affiliation_strings":["Beijing University of Technology, Beijing, China","Engineering Research Center of Digital Community, Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Engineering Research Center of Digital Community, Ministry of Education, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019857320","display_name":"Hongxia Xu","orcid":"https://orcid.org/0000-0001-9246-8273"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Xu","raw_affiliation_strings":["Beijing University of Technology, Beijing, China","Engineering Research Center of Digital Community, Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Engineering Research Center of Digital Community, Ministry of Education, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041923179","display_name":"Yongchuan Yu","orcid":"https://orcid.org/0009-0007-9679-8772"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongchuan Yu","raw_affiliation_strings":["Beijing University of Technology, Beijing, China","Engineering Research Center of Digital Community, Ministry of Education, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Engineering Research Center of Digital Community, Ministry of Education, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101856470","display_name":"Lexin Pan","orcid":"https://orcid.org/0000-0002-9497-1144"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lexin Pan","raw_affiliation_strings":["School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Mechatronical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045891234","display_name":"Xuerui Cheng","orcid":"https://orcid.org/0000-0001-7641-7863"},"institutions":[{"id":"https://openalex.org/I4210115832","display_name":"Emory Johns Creek Hospital","ror":"https://ror.org/01gp9ja19","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210115832"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuerui Cheng","raw_affiliation_strings":["Mount Pisgah Christian School, Johns Creek, USA"],"affiliations":[{"raw_affiliation_string":"Mount Pisgah Christian School, Johns Creek, USA","institution_ids":["https://openalex.org/I4210115832"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032816818","display_name":"Shaofeng Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofeng Tan","raw_affiliation_strings":["Information Center of Beijing Pinggu Hospital, Beijing, China","Join Lab of Digital Health, Beijing University of Technology and Beijing Pinggu Hospital, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Information Center of Beijing Pinggu Hospital, Beijing, China","institution_ids":["https://openalex.org/I4210112448"]},{"raw_affiliation_string":"Join Lab of Digital Health, Beijing University of Technology and Beijing Pinggu Hospital, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5009346768"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.2527,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92151293,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"463","last_page":"473"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8702125549316406},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7711573839187622},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7602707147598267},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7382391691207886},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7315807938575745},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.632701575756073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6322845816612244},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5833730101585388},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4587955176830292},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4058421552181244},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14311620593070984},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08976709842681885},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.0629761815071106}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8702125549316406},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7711573839187622},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7602707147598267},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382391691207886},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7315807938575745},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.632701575756073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6322845816612244},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5833730101585388},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4587955176830292},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4058421552181244},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14311620593070984},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08976709842681885},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0629761815071106},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86993-9_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-86993-9_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W147131852","https://openalex.org/W1498584892","https://openalex.org/W1556131344","https://openalex.org/W1955055330","https://openalex.org/W2007221293","https://openalex.org/W2027930466","https://openalex.org/W2029716886","https://openalex.org/W2041935121","https://openalex.org/W2162800060","https://openalex.org/W2572378421","https://openalex.org/W2623028730","https://openalex.org/W2626374741","https://openalex.org/W2759483166","https://openalex.org/W2799610518","https://openalex.org/W2808909649","https://openalex.org/W2898875281","https://openalex.org/W2963921497","https://openalex.org/W2990035072","https://openalex.org/W2995395622","https://openalex.org/W3013070006","https://openalex.org/W3045153122"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2081563414","https://openalex.org/W2363056446","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2121409977","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063","https://openalex.org/W2899025944"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
