{"id":"https://openalex.org/W2913834334","doi":"https://doi.org/10.1109/icdsp.2018.8631789","title":"Epileptic Seizure Detection Using Deep Convolutional Network","display_name":"Epileptic Seizure Detection Using Deep Convolutional Network","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2913834334","doi":"https://doi.org/10.1109/icdsp.2018.8631789","mag":"2913834334"},"language":"en","primary_location":{"id":"doi:10.1109/icdsp.2018.8631789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2018.8631789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","raw_type":"proceedings-article"},"type":"article","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/A5023387978","display_name":"Lang Zou","orcid":"https://orcid.org/0000-0001-6515-6223"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lang Zou","raw_affiliation_strings":["College of IoT Engineering, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of IoT Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359288","display_name":"Xiaofeng Liu","orcid":"https://orcid.org/0000-0002-4514-2016"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Liu","raw_affiliation_strings":["College of IoT Engineering, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of IoT Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028119374","display_name":"Aimin Jiang","orcid":"https://orcid.org/0000-0002-9181-934X"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Jiang","raw_affiliation_strings":["College of IoT Engineering, Hohai University, Changzhou, China"],"affiliations":[{"raw_affiliation_string":"College of IoT Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061828517","display_name":"Xu Zhousp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu Zhousp","raw_affiliation_strings":["Changzhou Key Laboratory of Special Robot and Intelligent Technology"],"affiliations":[{"raw_affiliation_string":"Changzhou Key Laboratory of Special Robot and Intelligent Technology","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023387978"],"corresponding_institution_ids":["https://openalex.org/I163340411"],"apc_list":null,"apc_paid":null,"fwci":0.3704,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.60181398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.982200026512146,"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":0.8146164417266846},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7726948261260986},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.744855523109436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6850277185440063},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6414381265640259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5546438694000244},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5361281633377075},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.45281121134757996},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2367362082004547},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.130025714635849}],"concepts":[{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.8146164417266846},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7726948261260986},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.744855523109436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6850277185440063},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6414381265640259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5546438694000244},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5361281633377075},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.45281121134757996},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2367362082004547},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.130025714635849}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdsp.2018.8631789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdsp.2018.8631789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 23rd International Conference on Digital Signal Processing (DSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"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":12,"referenced_works":["https://openalex.org/W1599510602","https://openalex.org/W1836465849","https://openalex.org/W1849277567","https://openalex.org/W2117504492","https://openalex.org/W2138190513","https://openalex.org/W2145103126","https://openalex.org/W2335311150","https://openalex.org/W2405151159","https://openalex.org/W2553015255","https://openalex.org/W2623028730","https://openalex.org/W2677124794","https://openalex.org/W3208133533"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"patient":[4],"specific":[5],"seizure":[6],"detection":[7],"system":[8],"using":[9,41],"channel-restricted":[10],"convolutional":[11],"neural":[12],"network(CR-CNN)":[13],"with":[14,51],"deep":[15],"structure":[16],"is":[17,38,87],"represented.":[18],"The":[19,70],"binary":[20],"patterns":[21],"of":[22,47,66,83],"brainwave":[23],"activity":[24],"reflected":[25],"on":[26,34],"ictal":[27],"and":[28,79],"interictal":[29],"EEG":[30,45],"are":[31],"auto-memorized":[32],"based":[33],"back-propagation":[35],"mechanism.":[36],"It":[37],"well":[39],"trained":[40],"massive":[42],"historical":[43],"scalp":[44],"data":[46],"23":[48],"pediatric":[49],"patients":[50],"epilepsy":[52],"from":[53],"CHB-MIT":[54],"database.":[55],"Experimental":[56],"results":[57],"demonstrate":[58],"that":[59],"the":[60,64,67,84],"proposed":[61],"detector":[62],"achieves":[63],"state":[65],"art":[68],"performance.":[69],"average":[71],"false":[72],"alarms":[73],"rate":[74],"reaches":[75],"0.12":[76],"per":[77],"hour":[78],"only":[80],"one":[81],"out":[82],"167":[85],"seizures":[86],"missed.":[88]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}