{"id":"https://openalex.org/W2076584678","doi":"https://doi.org/10.1109/icmlc.2010.5580688","title":"An intelligent sleep apnea detection system","display_name":"An intelligent sleep apnea detection system","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2076584678","doi":"https://doi.org/10.1109/icmlc.2010.5580688","mag":"2076584678"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5580688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","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/A5067880192","display_name":"Chien\u2010Chang Hsu","orcid":"https://orcid.org/0000-0002-1714-9122"},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Chang Hsu","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","Dept. of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","institution_ids":["https://openalex.org/I114150738"]},{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012944257","display_name":"Ping-Ta Shih","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ping-Ta Shih","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","Dept. of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","institution_ids":["https://openalex.org/I114150738"]},{"raw_affiliation_string":"Dept. of Computer Science and Information Engineering, Fu Jen Catholic University, Taipei, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114150738"],"apc_list":null,"apc_paid":null,"fwci":0.4485,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60205936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"3230","last_page":"3233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9972000122070312,"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":0.9972000122070312,"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":0.9912999868392944,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.6047310829162598},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5606980919837952},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.49817609786987305},{"id":"https://openalex.org/keywords/obstructive-sleep-apnea","display_name":"Obstructive sleep apnea","score":0.4968147575855255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4950219988822937},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.47018730640411377},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.46680739521980286},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4581519663333893},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3756615221500397},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.32185348868370056},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1922653317451477},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18891641497612},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.15453678369522095},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.1532856822013855},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.06611496210098267}],"concepts":[{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.6047310829162598},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5606980919837952},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.49817609786987305},{"id":"https://openalex.org/C2776006263","wikidata":"https://www.wikidata.org/wiki/Q16606552","display_name":"Obstructive sleep apnea","level":2,"score":0.4968147575855255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4950219988822937},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.47018730640411377},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.46680739521980286},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4581519663333893},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3756615221500397},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.32185348868370056},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1922653317451477},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18891641497612},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.15453678369522095},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.1532856822013855},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.06611496210098267},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5580688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5580688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320328107","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2007221293","https://openalex.org/W2040756743","https://openalex.org/W2097808564","https://openalex.org/W2102426479","https://openalex.org/W2102488287","https://openalex.org/W2111335697","https://openalex.org/W2116454212","https://openalex.org/W2124741598","https://openalex.org/W2128898232","https://openalex.org/W2139823121","https://openalex.org/W2144395099","https://openalex.org/W2157040244","https://openalex.org/W2159308194","https://openalex.org/W2167874042","https://openalex.org/W2169539439","https://openalex.org/W6681190783","https://openalex.org/W6685018945"],"related_works":["https://openalex.org/W1481679924","https://openalex.org/W2268943783","https://openalex.org/W2933756203","https://openalex.org/W2334628610","https://openalex.org/W4285049360","https://openalex.org/W1973318088","https://openalex.org/W2317638083","https://openalex.org/W2990628615","https://openalex.org/W1630610588","https://openalex.org/W2019146337"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"intelligent":[4],"sleep":[5,75],"apnea":[6,76],"detection":[7],"system.":[8],"The":[9,48,68,81],"system":[10,49,69,86],"utilizes":[11],"a":[12],"band-pass":[13],"filter":[14,16],"to":[15,35],"out":[17],"components":[18],"with":[19],"extreme":[20],"low":[21],"and":[22,61,106],"high":[23],"frequencies":[24],"from":[25,33,42,64,77],"the":[26,57,65,78,89,100],"electroencephalogram.":[27],"It":[28],"only":[29],"conserves":[30],"sleep-related":[31],"bands":[32],"0.5":[34],"32Hz.":[36],"Moreover,":[37],"it":[38],"extracts":[39],"frequency":[40,54,79,108],"elements":[41],"Hilbert":[43,52],"spectrum":[44,53],"by":[45,102],"Hilbert-Huang":[46,103],"transformation.":[47],"computes":[50],"four":[51],"intensities":[55],"of":[56,73,91],"alpha,":[58],"beta,":[59],"theta,":[60],"delta":[62],"signal":[63],"transformed":[66],"spectrum.":[67],"then":[70],"detects":[71],"duration":[72,90],"obstructive":[74],"variation.":[80],"experimental":[82],"results":[83],"show":[84],"that":[85],"can":[87],"detect":[88],"OSA":[92],"as":[93,95],"well":[94],"preserve":[96],"time":[97],"information":[98],"in":[99],"electroencephalogram":[101],"transformation":[104],"mechanism":[105],"find":[107],"variation":[109],"information.":[110]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}