{"id":"https://openalex.org/W4404032281","doi":"https://doi.org/10.1109/icccnt61001.2024.10724351","title":"Enhanced Prediction of Fetal Hypoxia Through GAN-Synthesized Data and Advanced Ensemble Feature Fusion","display_name":"Enhanced Prediction of Fetal Hypoxia Through GAN-Synthesized Data and Advanced Ensemble Feature Fusion","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032281","doi":"https://doi.org/10.1109/icccnt61001.2024.10724351"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10724351","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":null,"display_name":"P P Aswathi Mohan","orcid":null},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P P Aswathi Mohan","raw_affiliation_strings":["Pondicherry University,Department of Computer Science,Puducherry,India"],"affiliations":[{"raw_affiliation_string":"Pondicherry University,Department of Computer Science,Puducherry,India","institution_ids":["https://openalex.org/I175691731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084593434","display_name":"V. Uma","orcid":null},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Uma","raw_affiliation_strings":["Pondicherry University,Department of Computer Science,Puducherry,India"],"affiliations":[{"raw_affiliation_string":"Pondicherry University,Department of Computer Science,Puducherry,India","institution_ids":["https://openalex.org/I175691731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I175691731"],"apc_list":null,"apc_paid":null,"fwci":3.3618,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9242189,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.763700008392334,"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":0.763700008392334,"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.7026000022888184,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.6389999985694885,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5830811858177185},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5597500205039978},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.49958229064941406},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4819221794605255},{"id":"https://openalex.org/keywords/fetal-hypoxia","display_name":"Fetal hypoxia","score":0.46267005801200867},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43551650643348694},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.42711201310157776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4254504442214966},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4189439117908478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32751792669296265},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.23124545812606812},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0950792133808136},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.08011838793754578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5830811858177185},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5597500205039978},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.49958229064941406},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4819221794605255},{"id":"https://openalex.org/C2994111428","wikidata":"https://www.wikidata.org/wiki/Q4113828","display_name":"Fetal hypoxia","level":4,"score":0.46267005801200867},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43551650643348694},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.42711201310157776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4254504442214966},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4189439117908478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32751792669296265},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.23124545812606812},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0950792133808136},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.08011838793754578},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10724351","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10724351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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":20,"referenced_works":["https://openalex.org/W2042344849","https://openalex.org/W2055603681","https://openalex.org/W2079056215","https://openalex.org/W2171630164","https://openalex.org/W2416840192","https://openalex.org/W2756106041","https://openalex.org/W2886085536","https://openalex.org/W2916066245","https://openalex.org/W2921069656","https://openalex.org/W2944471958","https://openalex.org/W3064554225","https://openalex.org/W3119183218","https://openalex.org/W3158878673","https://openalex.org/W3182155274","https://openalex.org/W3189706220","https://openalex.org/W4295679762","https://openalex.org/W4310720051","https://openalex.org/W4311041237","https://openalex.org/W4312193277","https://openalex.org/W4383033388"],"related_works":["https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W3034338377","https://openalex.org/W2967030268","https://openalex.org/W2185253430","https://openalex.org/W2373792516","https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W3214791684","https://openalex.org/W2152662039"],"abstract_inverted_index":{"Fetal":[0,55],"hypoxia,":[1],"characterized":[2],"by":[3,67],"reduced":[4],"oxygen":[5],"supply":[6],"to":[7,13,73,92],"the":[8,17,36,46,52,61,107],"fetus,":[9],"presents":[10],"significant":[11],"risks":[12],"fetal":[14,39,49],"health,":[15],"including":[16,83],"potential":[18],"for":[19,32],"severe":[20],"organ":[21],"damage.":[22],"The":[23,97],"early":[24],"and":[25,35,90,103,131,136],"accurate":[26],"diagnosis":[27,47],"of":[28,38,48,54,64,127,134],"hypoxia":[29,50],"is":[30],"critical":[31],"timely":[33],"intervention":[34],"improvement":[37],"outcomes.":[40],"In":[41],"this":[42],"study,":[43],"we":[44],"address":[45],"through":[51],"analysis":[53],"Heart":[56],"Rate":[57],"(FHR)":[58],"signals,":[59],"overcoming":[60],"prevalent":[62],"challenge":[63],"dataset":[65],"imbalance":[66],"using":[68,106],"Generative":[69],"Adversarial":[70],"Networks":[71],"(GANs)":[72],"generate":[74],"synthetic":[75],"data.":[76],"This":[77],"study":[78],"employs":[79],"feature":[80],"extraction":[81],"techniques,":[82],"linear":[84],"features,":[85],"Discrete":[86],"Wavelet":[87],"Transform":[88],"(DWT),":[89],"1D-ResNet,":[91],"capture":[93],"comprehensive":[94],"signal":[95],"characteristics.":[96],"enriched":[98],"data":[99],"features":[100],"are":[101],"fused":[102],"subsequently":[104],"analyzed":[105],"XGBoost":[108],"classifier,":[109],"a":[110],"sophisticated":[111],"decision-tree-based":[112],"ensemble":[113],"machine":[114],"learning":[115],"algorithm.":[116],"Our":[117],"methodology":[118],"demonstrates":[119],"exceptional":[120],"diagnostic":[121],"performance,":[122],"achieving":[123],"an":[124],"overall":[125],"accuracy":[126],"91.94%,":[128],"with":[129],"sensitivity":[130],"specificity":[132],"rates":[133],"91.34%":[135],"92.48%,":[137],"respectively.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}
