{"id":"https://openalex.org/W4404030324","doi":"https://doi.org/10.1109/icccnt61001.2024.10725134","title":"Optimizing Prenatal Care with a Hybrid Model for Fetal Health","display_name":"Optimizing Prenatal Care with a Hybrid Model for Fetal Health","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404030324","doi":"https://doi.org/10.1109/icccnt61001.2024.10725134"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725134","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725134","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":"https://openalex.org/A5114515695","display_name":"R Sreekar Sucheth","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R Sreekar Sucheth","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114515696","display_name":"P Jaidev","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P Jaidev","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114515697","display_name":"L Pranay","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"L Pranay","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020969827","display_name":"Abhishek Singh","orcid":"https://orcid.org/0000-0001-6263-4410"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Abhishek","raw_affiliation_strings":["Rolls-Royce Inc,Bangalore,India"],"affiliations":[{"raw_affiliation_string":"Rolls-Royce Inc,Bangalore,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040973781","display_name":"Tricha Anjali","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T Anjali","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India"],"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Amrita School of Computing,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114515695"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30715134,"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/T11629","display_name":"Birth, Development, and Health","score":0.900600016117096,"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/T11629","display_name":"Birth, Development, and Health","score":0.900600016117096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prenatal-care","display_name":"Prenatal care","score":0.45636457204818726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4385961592197418},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.34366926550865173},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32591181993484497},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.13418561220169067}],"concepts":[{"id":"https://openalex.org/C2775887326","wikidata":"https://www.wikidata.org/wiki/Q3308829","display_name":"Prenatal care","level":3,"score":0.45636457204818726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4385961592197418},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.34366926550865173},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32591181993484497},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.13418561220169067},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725134","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725134","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":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2417115469","https://openalex.org/W2947906103","https://openalex.org/W3008863810","https://openalex.org/W3011947909","https://openalex.org/W3028238502","https://openalex.org/W3141985232","https://openalex.org/W3204099174","https://openalex.org/W3214562210","https://openalex.org/W4205790295","https://openalex.org/W4220850840","https://openalex.org/W4256078332","https://openalex.org/W4284711554","https://openalex.org/W4313072204","https://openalex.org/W4379620830","https://openalex.org/W4391936541"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Fetal":[0],"health":[1,49,142],"classification":[2,143],"involves":[3],"assessing":[4],"the":[5,48,72,94,120,124],"wellbeing":[6],"of":[7,17,20,41,52,79,96],"a":[8,61],"developing":[9],"fetus.":[10],"It":[11,163],"is":[12,45],"vital":[13],"for":[14,29,33,47],"early":[15],"detection":[16],"risks,":[18],"prevention":[19],"complications,":[21],"optimizing":[22],"prenatal":[23,170],"care,":[24],"reducing":[25],"mortality":[26],"and":[27,31,39,50,54,91,108,135,148,158,166],"also":[28],"research":[30],"development":[32],"advancing":[34],"medical":[35],"knowledge.":[36],"Early":[37],"diagnosis":[38],"treatment":[40],"any":[42],"disease":[43],"process":[44],"essential":[46],"safety":[51],"mother":[53],"baby.":[55],"In":[56],"this":[57],"study,":[58],"we":[59],"created":[60],"hybrid":[62,138],"model":[63,89,101,139],"that":[64],"effectively":[65],"uses":[66],"Cardiotocography":[67],"(CTG)":[68],"data":[69],"to":[70],"classify":[71],"fetus\u2019s":[73],"health,":[74],"achieving":[75],"remarkable":[76,82],"accuracy":[77,83],"rates":[78,84],"98%.":[80],"The":[81,99],"were":[85],"achieved":[86],"through":[87],"rigorous":[88],"training":[90],"validation,":[92],"indicating":[93],"effectiveness":[95],"our":[97],"techniques.":[98],"Hybrid":[100],"combines":[102],"Random":[103,156],"Forest,":[104,157],"Support":[105],"Vector":[106],"Machine":[107],"Gradient":[109,154],"boost":[110],"powered":[111],"by":[112,151],"Artificial":[113,159],"Neural":[114,160],"Networks.":[115],"Three":[116],"skilled":[117],"obstetricians":[118],"divided":[119],"2126":[121],"records":[122],"in":[123,140],"dataset\u201421":[125],"attributes":[126],"taken":[127],"from":[128],"cardiotocography":[129],"exams\u2014into":[130],"three":[131],"classes:":[132],"normal,":[133],"suspicious,":[134],"pathological.":[136],"A":[137],"fetal":[141],"offers":[144],"improved":[145],"accuracy,":[146],"robustness,":[147],"feature":[149],"representation":[150],"combining":[152],"SVM,":[153],"Boosting,":[155],"Networks":[161],"(ANN).":[162],"enhances":[164],"generalization":[165],"adaptability,":[167],"ensuring":[168],"better":[169],"care":[171],"outcomes.":[172]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}