{"id":"https://openalex.org/W4323027471","doi":"https://doi.org/10.22489/cinc.2022.281","title":"Classification of Fetal Behavioral States by using 1D-CNN based on Fetal Electrocardiography","display_name":"Classification of Fetal Behavioral States by using 1D-CNN based on Fetal Electrocardiography","publication_year":2022,"publication_date":"2022-12-31","ids":{"openalex":"https://openalex.org/W4323027471","doi":"https://doi.org/10.22489/cinc.2022.281"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.281","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.22489/cinc.2022.281","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013158178","display_name":"Amna Samjeed","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"\"Amna Samjeed","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047690025","display_name":"Maisam Wahbah","orcid":"https://orcid.org/0000-0003-3747-2469"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Maisam Wahbah","raw_affiliation_strings":["College of Engineering Information Technology, University of Dubai, Dubai, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"College of Engineering Information Technology, University of Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072772953","display_name":"Leontios J. Hadjileontiadis","orcid":"https://orcid.org/0000-0002-9932-9302"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Leontios J. Hadjileontiadis","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017234304","display_name":"Ahsan Khandoker\"","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ahsan Khandoker\"","raw_affiliation_strings":["Khalifa University, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.996,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":2,"citation_normalized_percentile":{"value":0.811506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":70,"max":76},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9856,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9856,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9734,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.967,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.699132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.50318235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4900838},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.41211814},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38698536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28611004},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.27961022},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.13896489},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.281","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.22489/cinc.2022.281","pdf_url":null,"source":{"id":"https://openalex.org/S4220650825","display_name":"Computing in cardiology","issn_l":"2325-887X","issn":["2325-887X","2325-8861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":14,"referenced_works":["https://openalex.org/W1487019984","https://openalex.org/W2000344474","https://openalex.org/W2045828768","https://openalex.org/W2049082795","https://openalex.org/W2051131707","https://openalex.org/W2106490849","https://openalex.org/W2126165047","https://openalex.org/W2169583144","https://openalex.org/W2195311095","https://openalex.org/W2291961022","https://openalex.org/W2529700114","https://openalex.org/W2761043923","https://openalex.org/W4206685054","https://openalex.org/W4221130842"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2478288626","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2042327336","https://openalex.org/W2033914206","https://openalex.org/W2001405890"],"abstract_inverted_index":{"To":[0],"better":[1],"understand":[2],"the":[3,6,63,82,86,100,107,135,163],"development":[4],"of":[5,13,23,85,110,130,137,165],"fetal":[7,64,101,117,146,156,167],"Autonomic":[8],"Nervous":[9],"System":[10],"(ANS),":[11],"estimation":[12],"Fetal":[14],"Behavioral":[15],"States":[16],"(FBSes)":[17],"is":[18,26],"an":[19,122],"essential":[20],"parameter.The":[21],"objective":[22],"this":[24,67,138],"work":[25],"to":[27,31,134],"use":[28],"1D":[29,71,91],"CNN":[30,92],"classify":[32],"FBSes":[33],"into":[34],"two":[35],"states:":[36],"quiet":[37,118],"and":[38,80,127,132],"active.Non-invasive":[39],"electrocardiogram":[40],"signals":[41,148],"were":[42],"collected":[43],"from":[44,53,99],"105":[45],"healthy":[46],"fetuses":[47],"whose":[48],"Gestational":[49],"Age":[50],"(GA)":[51],"ranged":[52],"20-40":[54],"weeks":[55],"for":[56,76,115,155],"a":[57,70,90,140,151],"time":[58],"between":[59],"3-10":[60],"min.Based":[61],"on":[62],"ECG":[65,102,111,147],"signal,":[66],"study":[68,88],"develops":[69],"Convolutional":[72],"Neural":[73],"Network":[74],"(CNN)":[75],"automatically":[77],"obtaining":[78],"features":[79,98,109],"identifying":[81],"behavioral":[83],"state":[84],"fetus.Our":[87],"employs":[89],"technique":[93],"without":[94],"extracting":[95],"or":[96],"selecting":[97],"signal.These":[103],"networks":[104],"can":[105,149],"self-learn":[106],"distinguishing":[108],"signals.The":[112],"proposed":[113],"method":[114],"classifying":[116],"states/active":[119],"states":[120],"provided":[121],"overall":[123],"sensitivity,":[124],"specificity,":[125],"precision,":[126],"F1":[128],"score":[129],"72.7/82.6%,82.6/72.7%,89.4/60%,":[131],"80.2/69.5%,respectively.According":[133],"results":[136],"study,":[139],"deep":[141],"learning":[142],"approach":[143],"combined":[144],"with":[145],"be":[150],"useful":[152],"pre-screening":[153],"tool":[154],"neurological":[157],"assessment":[158],"throughout":[159],"gestation":[160],"which":[161],"has":[162],"advantage":[164],"reducing":[166],"mortality":[168],"rate.":[169]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4323027471","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-19T22:01:10.659617","created_date":"2023-03-04"}