{"id":"https://openalex.org/W2093396186","doi":"https://doi.org/10.1109/bibe.2013.6701576","title":"Ultra-fast Epileptic seizure detection using EMD based on multichannel electroencephalogram","display_name":"Ultra-fast Epileptic seizure detection using EMD based on multichannel electroencephalogram","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2093396186","doi":"https://doi.org/10.1109/bibe.2013.6701576","mag":"2093396186"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2013.6701576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2013.6701576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th IEEE International Conference on BioInformatics and BioEngineering","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/A5100344582","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0003-3720-718X"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Taipei, Taiwan","Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Taipei, Taiwan","institution_ids":[]},{"raw_affiliation_string":"Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051924963","display_name":"Yan-Yu Lam","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yan-Yu Lam","raw_affiliation_strings":["Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055740840","display_name":"Chia-Ping Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Ping Shen","raw_affiliation_strings":["Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063966598","display_name":"Hsiao-Ya Sung","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsiao-Ya Sung","raw_affiliation_strings":["Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082791625","display_name":"Jeng-Wei Lin","orcid":"https://orcid.org/0000-0001-8599-5083"},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jeng-Wei Lin","raw_affiliation_strings":["Department of Information Management, Tunghai University, Taichung City, Taiwan, R. O. C","Dept. of Inf. Manage., Tunghai Univ., Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Tunghai University, Taichung City, Taiwan, R. O. C","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Dept. of Inf. Manage., Tunghai Univ., Taichung, Taiwan","institution_ids":["https://openalex.org/I169090423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067018066","display_name":"Ming\u2010Jang Chiu","orcid":"https://orcid.org/0000-0002-4158-4423"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]},{"id":"https://openalex.org/I4210131804","display_name":"National Taiwan University Hospital","ror":"https://ror.org/03nteze27","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210131804"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Jang Chiu","raw_affiliation_strings":["Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan","Dept. of Neurology, Nat. Taiwan Univ. Hosp., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, National Taiwan University Hospital, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210131804"]},{"raw_affiliation_string":"Dept. of Neurology, Nat. Taiwan Univ. Hosp., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017526842","display_name":"Feipei Lai","orcid":"https://orcid.org/0000-0001-7147-8122"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Feipei Lai","raw_affiliation_strings":["Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Grad. Inst. of Biomed., Electron. & Bioinf., Nat. Taiwan Univ., Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100344582"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.152,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.52979352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9991000294685364,"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":0.9907000064849854,"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/electroencephalography","display_name":"Electroencephalography","score":0.8061231374740601},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.7142513990402222},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.711570680141449},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6227071285247803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5639150738716125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5585468411445618},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5322534441947937},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4963584542274475},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4890612065792084},{"id":"https://openalex.org/keywords/probability-density-function","display_name":"Probability density function","score":0.48853644728660583},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.48656049370765686},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4245555102825165},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2541136145591736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24138423800468445},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15836045145988464},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1529741883277893},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10942661762237549}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8061231374740601},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.7142513990402222},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.711570680141449},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6227071285247803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5639150738716125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5585468411445618},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5322534441947937},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4963584542274475},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4890612065792084},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.48853644728660583},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.48656049370765686},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4245555102825165},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2541136145591736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24138423800468445},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15836045145988464},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1529741883277893},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10942661762237549},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"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:10.1109/bibe.2013.6701576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2013.6701576","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"13th IEEE International Conference on BioInformatics and BioEngineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1551385975","https://openalex.org/W1966950654","https://openalex.org/W1992852845","https://openalex.org/W1995108649","https://openalex.org/W2007221293","https://openalex.org/W2017959598","https://openalex.org/W2030551418","https://openalex.org/W2036062156","https://openalex.org/W2046233769","https://openalex.org/W2055293143","https://openalex.org/W2070356210","https://openalex.org/W2080619646","https://openalex.org/W2080966422","https://openalex.org/W2084680213","https://openalex.org/W2090832101","https://openalex.org/W2095217667","https://openalex.org/W2109125224","https://openalex.org/W2117439573","https://openalex.org/W2122923860","https://openalex.org/W2132240828","https://openalex.org/W2153134014","https://openalex.org/W2156662050","https://openalex.org/W2159882659","https://openalex.org/W2400909246","https://openalex.org/W2410025261","https://openalex.org/W6712959659"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W2361368121","https://openalex.org/W2121409977","https://openalex.org/W2331313489","https://openalex.org/W1981989525"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"system":[3,87],"to":[4,42,61,72,91,95],"detect":[5],"seizure":[6],"and":[7,14,29,46,49],"spike":[8],"in":[9],"Epilepsy":[10],"Electroencephalogram":[11],"(EEG)":[12],"analysis":[13],"characterize":[15],"different":[16],"epilepsy":[17],"EEG":[18,25],"types.":[19],"After":[20],"extracting":[21],"features":[22,45,55],"from":[23,70,88],"three":[24],"types,":[26],"Normal,":[27],"Seizure":[28],"Spike,":[30],"with":[31],"Empirical":[32],"Mode":[33],"Decomposition":[34],"(EMD),":[35],"we":[36],"do":[37,62],"Analysis":[38],"of":[39,53],"variance":[40],"(ANOVA)":[41],"classify":[43],"conspicuous":[44,54],"low-resolution":[47],"features,":[48],"build":[50],"Gaussian":[51],"distributions":[52],"for":[56],"probability":[57],"density":[58],"function":[59],"(PDF)":[60],"classification.":[63],"Using":[64],"EMD,":[65],"the":[66,76,86,96],"recognition":[67,77],"rate":[68,78],"improved":[69],"70%":[71],"90%.":[73],"With":[74],"ANOVA,":[75],"can":[79],"reach":[80],"99%.":[81],"The":[82],"linear":[83],"model":[84],"accelerates":[85],"2":[89],"hours":[90],"90":[92],"seconds":[93],"compare":[94],"previous":[97],"approach.":[98]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}