{"id":"https://openalex.org/W4390693718","doi":"https://doi.org/10.1109/iccais59597.2023.10382381","title":"Classification of Fetal Status from Cardiotocogram Data by Using Machine Learning","display_name":"Classification of Fetal Status from Cardiotocogram Data by Using Machine Learning","publication_year":2023,"publication_date":"2023-11-27","ids":{"openalex":"https://openalex.org/W4390693718","doi":"https://doi.org/10.1109/iccais59597.2023.10382381"},"language":"en","primary_location":{"id":"doi:10.1109/iccais59597.2023.10382381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais59597.2023.10382381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5034646769","display_name":"Thuy Hang Dang","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thuy Hang Dang","raw_affiliation_strings":["Le Quy Don Technical University,Biomedical Engineering,Ha Noi,Viet Nam","Biomedical Engineering, Le Quy Don Technical University, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Biomedical Engineering,Ha Noi,Viet Nam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Biomedical Engineering, Le Quy Don Technical University, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060610693","display_name":"Hue Tran Thi","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hue Tran Thi","raw_affiliation_strings":["Le Quy Don Technical University,Biomedical Engineering,Ha Noi,Viet Nam","Biomedical Engineering, Le Quy Don Technical University, Ha Noi, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Biomedical Engineering,Ha Noi,Viet Nam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Biomedical Engineering, Le Quy Don Technical University, Ha Noi, Viet Nam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051185838","display_name":"Dinh Do Van","orcid":"https://orcid.org/0000-0003-4425-2421"},"institutions":[{"id":"https://openalex.org/I4210116642","display_name":"University of Hai Duong","ror":"https://ror.org/02dezs485","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210116642"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dinh Do Van","raw_affiliation_strings":["Sao Do University,Hai Duong,Viet Nam","Sao Do University, Hai Duong, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Sao Do University,Hai Duong,Viet Nam","institution_ids":["https://openalex.org/I4210116642"]},{"raw_affiliation_string":"Sao Do University, Hai Duong, Viet Nam","institution_ids":["https://openalex.org/I4210116642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034646769"],"corresponding_institution_ids":["https://openalex.org/I131359167"],"apc_list":null,"apc_paid":null,"fwci":0.5979,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76444808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9883000254631042,"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":0.9883000254631042,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9818999767303467,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9470999836921692,"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/support-vector-machine","display_name":"Support vector machine","score":0.8372876048088074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6023334264755249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5559499263763428},{"id":"https://openalex.org/keywords/fetal-heart-rate","display_name":"Fetal heart rate","score":0.5212788581848145},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.47373664379119873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46030738949775696},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.442813903093338},{"id":"https://openalex.org/keywords/fetal-monitoring","display_name":"Fetal monitoring","score":0.432841420173645},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4282362163066864},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.3336130380630493}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8372876048088074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6023334264755249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5559499263763428},{"id":"https://openalex.org/C3020626262","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Fetal heart rate","level":4,"score":0.5212788581848145},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.47373664379119873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46030738949775696},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.442813903093338},{"id":"https://openalex.org/C2985721546","wikidata":"https://www.wikidata.org/wiki/Q5445905","display_name":"Fetal monitoring","level":4,"score":0.432841420173645},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4282362163066864},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.3336130380630493},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais59597.2023.10382381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais59597.2023.10382381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"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":13,"referenced_works":["https://openalex.org/W2018115628","https://openalex.org/W2095277515","https://openalex.org/W2125055259","https://openalex.org/W2521029800","https://openalex.org/W2547039449","https://openalex.org/W2905888927","https://openalex.org/W2981295028","https://openalex.org/W3030114865","https://openalex.org/W3037209593","https://openalex.org/W3118974431","https://openalex.org/W4236137412","https://openalex.org/W4367591863","https://openalex.org/W6678449394"],"related_works":["https://openalex.org/W1538288992","https://openalex.org/W2000354542","https://openalex.org/W1519968049","https://openalex.org/W2295596238","https://openalex.org/W4389075335","https://openalex.org/W3143192293","https://openalex.org/W3084312126","https://openalex.org/W4380421892","https://openalex.org/W2496058309","https://openalex.org/W2111296261"],"abstract_inverted_index":{"The":[0,147],"pregnance":[1],"duration":[2],"is":[3,50,58,91,162],"about":[4],"9":[5],"months.":[6],"In":[7,117],"this":[8,104],"period,":[9],"there":[10],"may":[11,16,21],"be":[12,169],"various":[13],"reasons":[14],"which":[15,20],"cause":[17],"a":[18,53,59,92],"problem":[19],"lead":[22],"to":[23,30,40,63,78,128],"mortality":[24],"in":[25,47,99,102,110,172],"the":[26,36,42,45,48,84,118,121,151,155],"newborn.":[27],"We":[28],"need":[29],"minimize":[31],"such":[32],"accidents.":[33],"One":[34],"of":[35,44,86,115,120,150,157],"most":[37],"significant":[38],"tool":[39],"analyze":[41],"health":[43,81],"fetal":[46,68,80,130],"womb":[49],"by":[51,135],"doing":[52],"Cadiotocography":[54],"(CTG).":[55],"Cardiotocogram":[56],"(CTG)":[57],"commonly":[60],"used":[61],"technique":[62,105],"continuously":[64],"monitor":[65],"and":[66,72,82,113,143,159],"record":[67],"heart":[69],"rate":[70],"(FHR)":[71],"uterine":[73],"contractions":[74],"(UC)":[75],"during":[76],"pregnancy":[77,87],"assess":[79],"diagnose":[83],"risk":[85],"problems.":[88],"Machine":[89,141],"learning":[90,126],"field":[93],"that":[94,154],"has":[95,106],"been":[96],"widely":[97],"applied":[98],"life,":[100],"especially":[101],"medicine,":[103],"brought":[107],"great":[108],"advances":[109],"diagnosis,":[111],"treatment":[112],"prognosis":[114],"diseases.":[116],"content":[119],"article,":[122],"we":[123],"study":[124],"machine":[125],"techniques":[127],"classify":[129],"status":[131],"through":[132],"CTG":[133],"data":[134],"using":[136],"classification":[137],"methods:":[138],"Support":[139],"Vector":[140],"(SVM)":[142],"K-Nearest":[144],"Neighbors":[145],"(K-NN).":[146],"analytical":[148],"results":[149,167],"paper":[152],"show":[153],"accuracy":[156],"SVM":[158],"KNN,":[160],"methods":[161],"92%,":[163],"89%,":[164],"respectively.":[165],"These":[166],"will":[168],"assisted":[170],"doctors":[171],"abnormal":[173],"cardiotocogram":[174],"early":[175],"detection.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
