{"id":"https://openalex.org/W3107738315","doi":"https://doi.org/10.1109/cisp-bmei51763.2020.9263531","title":"A Patient Specific Seizure Prediction in Long Term EEG based on Adaptive Channel Selection and Preictal Period Selection","display_name":"A Patient Specific Seizure Prediction in Long Term EEG based on Adaptive Channel Selection and Preictal Period Selection","publication_year":2020,"publication_date":"2020-10-17","ids":{"openalex":"https://openalex.org/W3107738315","doi":"https://doi.org/10.1109/cisp-bmei51763.2020.9263531","mag":"3107738315"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei51763.2020.9263531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei51763.2020.9263531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5115694863","display_name":"Qun Wang","orcid":"https://orcid.org/0000-0003-1014-8677"},"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":"Qun Wang","raw_affiliation_strings":["Beijing Institute of Technology,School of Information and Electronics,Beijing,China","School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Information and Electronics,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356739","display_name":"Yajing Wang","orcid":"https://orcid.org/0000-0003-3126-0641"},"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":"Yajing Wang","raw_affiliation_strings":["Beijing Institute of Technology,School of Information and Electronics,Beijing,China","School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Information and Electronics,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628019","display_name":"Zhiwen Liu","orcid":"https://orcid.org/0000-0002-0743-4237"},"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":"Zhiwen Liu","raw_affiliation_strings":["Beijing Institute of Technology,School of Information and Electronics,Beijing,China","School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Information and Electronics,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040823199","display_name":"Yuanyuan Piao","orcid":null},"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":"Yuanyuan Piao","raw_affiliation_strings":["Beijing Institute of Technology,School of Information and Electronics,Beijing,China","School of Information and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Information and Electronics,Beijing,China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030319289","display_name":"Tao Yu","orcid":"https://orcid.org/0000-0001-6885-7105"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Yu","raw_affiliation_strings":["Capital Medical University,Xuanwu Hospital,Beijing,China","Xuanwu Hospital, Capital Medical University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Medical University,Xuanwu Hospital,Beijing,China","institution_ids":["https://openalex.org/I183519381"]},{"raw_affiliation_string":"Xuanwu Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I183519381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"704","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9703999757766724,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.7158192992210388},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6229495406150818},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6039427518844604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5061649680137634},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.4945823848247528},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.48473164439201355},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48421788215637207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47899338603019714},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4690665900707245},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4190748333930969},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23164325952529907},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19933995604515076},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1076364517211914}],"concepts":[{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.7158192992210388},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6229495406150818},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6039427518844604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5061649680137634},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.4945823848247528},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.48473164439201355},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48421788215637207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47899338603019714},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4690665900707245},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4190748333930969},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23164325952529907},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19933995604515076},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1076364517211914},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei51763.2020.9263531","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei51763.2020.9263531","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"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":17,"referenced_works":["https://openalex.org/W1968831876","https://openalex.org/W1979819271","https://openalex.org/W2015090542","https://openalex.org/W2050102536","https://openalex.org/W2102942331","https://openalex.org/W2126030941","https://openalex.org/W2155390087","https://openalex.org/W2159398070","https://openalex.org/W2162800060","https://openalex.org/W2232827647","https://openalex.org/W2594111781","https://openalex.org/W2766958857","https://openalex.org/W2799610518","https://openalex.org/W2894692871","https://openalex.org/W2898826146","https://openalex.org/W2912746237","https://openalex.org/W2965277555"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542"],"abstract_inverted_index":{"A":[0,36],"novel":[1],"algorithm":[2,81,100,138],"for":[3],"seizure":[4,45],"prediction":[5],"based":[6],"on":[7,84],"patient":[8],"specific":[9],"manner":[10,75],"was":[11,40],"proposed":[12],"to":[13],"improve":[14],"the":[15,90,137],"accuracy":[16],"of":[17,105,112,120,127],"epilepsy":[18],"prediction.":[19],"Time-frequency":[20],"features":[21,24,63],"and":[22,68,89,107,117,122,145],"spatial":[23],"were":[25,76],"extracted":[26],"from":[27,42],"each":[28],"channel":[29],"by":[30,47,65],"4s":[31],"windows":[32],"with":[33,57],"2s":[34],"overlap.":[35],"continuous":[37],"10-min":[38],"sample":[39],"selected":[41,64,71],"1h":[43],"before":[44],"onset":[46],"preictal":[48],"period":[49],"selection,":[50],"which":[51],"achieved":[52],"maximum":[53],"linear":[54],"separability":[55],"compared":[56],"inter":[58],"ictal":[59],"period.":[60],"The":[61,80,99,133],"effective":[62,69],"elastic":[66],"net":[67],"channels":[70],"adaptively":[72],"in":[73,93,114,129,139],"greedy":[74],"input":[77],"into":[78],"SVM.":[79],"is":[82],"tested":[83],"MIT":[85,115],"scalp":[86],"EEG":[87],"database":[88,91],"collected":[92],"Xuanwu":[94,130],"Hospital":[95,131],"Capital":[96],"Medical":[97],"University.":[98],"can":[101],"achieve":[102],"a":[103,108,118,123],"sensitivity":[104,119,144],"94.61%":[106],"false":[109,124,147],"positive":[110,125,148],"rate":[111,126],"0.1484/h":[113],"database,":[116],"95.14%":[121],"0.1312/h":[128],"database.":[132],"results":[134],"show":[135],"that":[136],"this":[140],"paper":[141],"has":[142],"higher":[143],"lower":[146],"rate.":[149]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
