{"id":"https://openalex.org/W4406949620","doi":"https://doi.org/10.1109/ihtc61819.2024.10855073","title":"Advancing Sleep Apnea Detection with CINet: Convolution and Interactive Learning Neural Network for Analyzed ECG Signal Data","display_name":"Advancing Sleep Apnea Detection with CINet: Convolution and Interactive Learning Neural Network for Analyzed ECG Signal Data","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4406949620","doi":"https://doi.org/10.1109/ihtc61819.2024.10855073"},"language":"en","primary_location":{"id":"doi:10.1109/ihtc61819.2024.10855073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc61819.2024.10855073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Humanitarian Technologies Conference (IHTC)","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/A5109747490","display_name":"Momena Akter","orcid":null},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Moni Akter","raw_affiliation_strings":["Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047478045","display_name":"Mohammad Abu Yousuf","orcid":"https://orcid.org/0000-0001-8065-7173"},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Abu Yousuf","raw_affiliation_strings":["Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047994728","display_name":"Sabbir Ahmed","orcid":"https://orcid.org/0000-0003-1186-4755"},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sabbir Ahmed","raw_affiliation_strings":["Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jahangirnagar University,Institute of Information Technology,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051442365","display_name":"Md. Zia Uddin","orcid":"https://orcid.org/0000-0002-5215-1834"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Md Zia Uddin","raw_affiliation_strings":["SINTEF Digital,Sustainable Communication Technologies,Oslo,Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SINTEF Digital,Sustainable Communication Technologies,Oslo,Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26821267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8989999890327454,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.8989999890327454,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.892799973487854,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.8442999720573425,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6809988021850586},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6621795296669006},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5602009296417236},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5249186158180237},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5045861005783081},{"id":"https://openalex.org/keywords/sleep-apnea","display_name":"Sleep apnea","score":0.4962807297706604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48445868492126465},{"id":"https://openalex.org/keywords/apnea","display_name":"Apnea","score":0.4242442846298218},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41906973719596863},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3916429281234741},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2501988410949707},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2270497977733612},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.179254412651062}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6809988021850586},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6621795296669006},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5602009296417236},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5249186158180237},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5045861005783081},{"id":"https://openalex.org/C2777935920","wikidata":"https://www.wikidata.org/wiki/Q213600","display_name":"Sleep apnea","level":2,"score":0.4962807297706604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48445868492126465},{"id":"https://openalex.org/C2781326671","wikidata":"https://www.wikidata.org/wiki/Q754424","display_name":"Apnea","level":2,"score":0.4242442846298218},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41906973719596863},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3916429281234741},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2501988410949707},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2270497977733612},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.179254412651062},{"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/ihtc61819.2024.10855073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ihtc61819.2024.10855073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Humanitarian Technologies Conference (IHTC)","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":23,"referenced_works":["https://openalex.org/W83375439","https://openalex.org/W95419338","https://openalex.org/W192421903","https://openalex.org/W1824523855","https://openalex.org/W2001174872","https://openalex.org/W2115030921","https://openalex.org/W2148909075","https://openalex.org/W2164179736","https://openalex.org/W2194775991","https://openalex.org/W2614851820","https://openalex.org/W2622826443","https://openalex.org/W2952608122","https://openalex.org/W2964350391","https://openalex.org/W2966674791","https://openalex.org/W3021614678","https://openalex.org/W3158747484","https://openalex.org/W3166917660","https://openalex.org/W3171177453","https://openalex.org/W4386702994","https://openalex.org/W4388190812","https://openalex.org/W4388196703","https://openalex.org/W4400975115","https://openalex.org/W6797297377"],"related_works":["https://openalex.org/W1481679924","https://openalex.org/W2268943783","https://openalex.org/W2933756203","https://openalex.org/W2334628610","https://openalex.org/W2990628615","https://openalex.org/W4285049360","https://openalex.org/W1973318088","https://openalex.org/W3159087937","https://openalex.org/W2317638083","https://openalex.org/W1630610588"],"abstract_inverted_index":{"Sleep":[0],"apnea,":[1],"characterized":[2],"by":[3],"irregular":[4],"breathing":[5],"during":[6],"sleep,":[7],"can":[8,67],"lead":[9],"to":[10,71,109,125],"severe":[11],"health":[12],"complications":[13],"such":[14],"as":[15],"cardiac":[16],"arrhythmia,":[17],"myocardial":[18],"infarction,":[19],"and":[20,39,75,84,103,147,171],"heart":[21],"attack":[22],"if":[23],"left":[24],"undetected.":[25],"Early":[26],"detection":[27,73],"is":[28,37],"crucial,":[29],"yet":[30],"the":[31,46,153,157,175],"current":[32],"standard":[33],"method,":[34],"polysomnography":[35],"(PSG),":[36],"costly":[38],"inefficient.":[40],"Advances":[41],"in":[42,144,174],"technology":[43],"allow":[44],"for":[45],"automatic":[47],"classification":[48,64,163],"of":[49,142,156],"sleep":[50,111],"apnea":[51,112,146],"using":[52],"electrocardiogram":[53],"(ECG)":[54],"signals.":[55,115],"By":[56],"processing":[57],"these":[58],"signals":[59,81],"into":[60,86,95],"2D":[61],"formats,":[62],"image":[63],"neural":[65,106],"networks":[66],"be":[68],"effectively":[69],"utilized":[70],"improve":[72],"accuracy":[74,141],"efficiency.":[76],"In":[77],"this":[78],"study,":[79],"ECG":[80,114,149],"were":[82],"frequency-filtered":[83],"segmented":[85],"noise-free":[87],"epochs.":[88],"Each":[89],"60-second":[90],"epoch":[91],"was":[92],"then":[93],"transformed":[94],"a":[96,100,119],"spectrogram.":[97],"We":[98],"propose":[99],"spectrogram-based":[101],"convolutional":[102,122],"interactive":[104],"learning":[105],"network":[107],"(CINet)":[108],"recognize":[110],"from":[113],"The":[116,136],"model":[117,138],"employs":[118],"weighted":[120],"odd-even":[121],"branching":[123],"structure":[124],"facilitate":[126],"interaction":[127],"between":[128],"parallel":[129],"blocks,":[130],"thereby":[131],"improving":[132],"local-global":[133],"feature":[134],"extraction.":[135],"proposed":[137,158],"achieved":[139],"an":[140],"96.32%":[143],"classifying":[145],"normal":[148],"segments.":[150],"To":[151],"demonstrate":[152],"performance":[154,164],"gain":[155],"model,":[159],"we":[160],"compared":[161],"its":[162],"with":[165],"1D":[166],"CNN,":[167],"Inception-ResNet-V2,":[168],"VGG-19,":[169],"ResNet152V2,":[170],"similar":[172],"classifiers":[173],"literature.":[176]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}