{"id":"https://openalex.org/W4388674366","doi":"https://doi.org/10.1109/bhi58575.2023.10313456","title":"Accounting for Nulliparity in the Prediction of Hypoxic-Ischemic Encephalopathy Using Cardiotocography <sup>*</sup>","display_name":"Accounting for Nulliparity in the Prediction of Hypoxic-Ischemic Encephalopathy Using Cardiotocography <sup>*</sup>","publication_year":2023,"publication_date":"2023-10-15","ids":{"openalex":"https://openalex.org/W4388674366","doi":"https://doi.org/10.1109/bhi58575.2023.10313456","pmid":"https://pubmed.ncbi.nlm.nih.gov/38031586"},"language":"en","primary_location":{"id":"doi:10.1109/bhi58575.2023.10313456","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bhi58575.2023.10313456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10685589/pdf/nihms-1946565.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032243084","display_name":"Johann Vargas-Calixto","orcid":"https://orcid.org/0000-0002-4886-353X"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Johann Vargas-Calixto","raw_affiliation_strings":["McGill University,the Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4"],"affiliations":[{"raw_affiliation_string":"McGill University,the Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071127005","display_name":"Yvonne W. Wu","orcid":"https://orcid.org/0000-0002-3641-3769"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yvonne W. Wu","raw_affiliation_strings":["the University of California,San Francisco,CA,USA,94158"],"affiliations":[{"raw_affiliation_string":"the University of California,San Francisco,CA,USA,94158","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052228635","display_name":"Michael W. Kuzniewicz","orcid":"https://orcid.org/0000-0002-3271-2999"},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Kuzniewicz","raw_affiliation_strings":["Kaiser Permanente,Oakland,CA,USA,94612"],"affiliations":[{"raw_affiliation_string":"Kaiser Permanente,Oakland,CA,USA,94612","institution_ids":["https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007573886","display_name":"Marie\u2010Coralie Cornet","orcid":"https://orcid.org/0000-0001-5233-0800"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marie-Coralie Cornet","raw_affiliation_strings":["the University of California,San Francisco,CA,USA,94158"],"affiliations":[{"raw_affiliation_string":"the University of California,San Francisco,CA,USA,94158","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027524778","display_name":"Heather Forquer","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heather Forquer","raw_affiliation_strings":["Kaiser Permanente,Oakland,CA,USA,94612"],"affiliations":[{"raw_affiliation_string":"Kaiser Permanente,Oakland,CA,USA,94612","institution_ids":["https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043880393","display_name":"Lawrence Gerstley","orcid":null},"institutions":[{"id":"https://openalex.org/I1343052199","display_name":"Kaiser Permanente","ror":"https://ror.org/00t60zh31","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1343052199"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lawrence Gerstley","raw_affiliation_strings":["Kaiser Permanente,Oakland,CA,USA,94612"],"affiliations":[{"raw_affiliation_string":"Kaiser Permanente,Oakland,CA,USA,94612","institution_ids":["https://openalex.org/I1343052199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030783527","display_name":"Emily Hamilton","orcid":"https://orcid.org/0000-0002-8946-9010"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emily Hamilton","raw_affiliation_strings":["McGill University,Montreal,QC,Canada,H3A 2B4","PeriGen Inc., Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University,Montreal,QC,Canada,H3A 2B4","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"PeriGen Inc., Montreal, QC, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050019574","display_name":"Philip Warrick","orcid":"https://orcid.org/0000-0002-6945-6271"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Philip A. Warrick","raw_affiliation_strings":["McGill University,Montreal,QC,Canada,H3A 2B4","PeriGen Inc., Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University,Montreal,QC,Canada,H3A 2B4","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"PeriGen Inc., Montreal, QC, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024458992","display_name":"Robert E. Kearney","orcid":"https://orcid.org/0000-0002-5107-6190"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert E. Kearney","raw_affiliation_strings":["McGill University,the Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4"],"affiliations":[{"raw_affiliation_string":"McGill University,the Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5032243084"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":1.1338,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82484455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9988999962806702,"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":0.9988999962806702,"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/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9957000017166138,"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/cardiotocography","display_name":"Cardiotocography","score":0.8342632055282593},{"id":"https://openalex.org/keywords/hypoxic-ischemic-encephalopathy","display_name":"Hypoxic Ischemic Encephalopathy","score":0.5493634343147278},{"id":"https://openalex.org/keywords/encephalopathy","display_name":"Encephalopathy","score":0.49194929003715515},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4703652560710907},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.36237555742263794},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.31706517934799194},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2907550632953644},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.20908918976783752},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09179198741912842}],"concepts":[{"id":"https://openalex.org/C2776046940","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Cardiotocography","level":4,"score":0.8342632055282593},{"id":"https://openalex.org/C2909832856","wikidata":"https://www.wikidata.org/wiki/Q2249526","display_name":"Hypoxic Ischemic Encephalopathy","level":3,"score":0.5493634343147278},{"id":"https://openalex.org/C2778621155","wikidata":"https://www.wikidata.org/wiki/Q576349","display_name":"Encephalopathy","level":2,"score":0.49194929003715515},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4703652560710907},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.36237555742263794},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.31706517934799194},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2907550632953644},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.20908918976783752},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09179198741912842},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bhi58575.2023.10313456","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bhi58575.2023.10313456","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmid:38031586","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38031586","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10685589","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10685589","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10685589/pdf/nihms-1946565.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS Int Conf Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10685589","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10685589","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10685589/pdf/nihms-1946565.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS Int Conf Biomed Health Inform","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388674366.pdf"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W1485951200","https://openalex.org/W2044894875","https://openalex.org/W2083733099","https://openalex.org/W2653848517","https://openalex.org/W2890299233","https://openalex.org/W3007150658","https://openalex.org/W3013992011","https://openalex.org/W4390446794","https://openalex.org/W6734691184"],"related_works":["https://openalex.org/W174310477","https://openalex.org/W3030729458","https://openalex.org/W2007451860","https://openalex.org/W2389515428","https://openalex.org/W3028894765","https://openalex.org/W2368796097","https://openalex.org/W4313788027","https://openalex.org/W2792369231","https://openalex.org/W2574132896","https://openalex.org/W3032712260"],"abstract_inverted_index":{"Nulliparous":[0],"pregnancies,":[1],"those":[2],"where":[3],"the":[4,19,35,47,63,112,126,149,152,160,174,179,188],"mother":[5],"has":[6],"not":[7,197],"previously":[8],"given":[9],"birth,":[10],"are":[11],"associated":[12],"with":[13],"longer":[14],"labors":[15],"and":[16,24,67,91,116,119],"hence":[17],"expose":[18],"fetus":[20],"to":[21,39,71,140,159,172],"more":[22,182],"contractions":[23],"other":[25],"adverse":[26],"intrapartum":[27],"conditions":[28],"such":[29],"as":[30,131],"chorioamnionitis.":[31],"The":[32],"objective":[33],"of":[34,49,54,76,151,162],"present":[36],"study":[37],"was":[38],"test":[40],"if":[41],"accounting":[42,193],"for":[43,129,194],"nulliparity":[44,130,195],"could":[45],"improve":[46,198],"detection":[48],"fetuses":[50,73,113,183],"at":[51,74],"increased":[52],"risk":[53,75],"developing":[55,77],"hypoxic-ischemic":[56],"encephalopathy":[57],"(HIE).":[58],"During":[59],"labor,":[60],"clinicians":[61],"assess":[62],"fetal":[64,88],"heart":[65,89],"rate":[66,90,161],"uterine":[68,92],"pressure":[69,93],"signals":[70],"identify":[72],"HIE.":[78,102,177],"In":[79],"this":[80],"study,":[81],"we":[82],"performed":[83],"random":[84],"forest":[85],"classification":[86,107,122,133],"using":[87],"features":[94],"from":[95,114],"40,831":[96],"births,":[97],"including":[98],"374":[99],"that":[100,109,124,144,184],"developed":[101,185],"We":[103,135,154],"analyzed":[104,110],"a":[105,120,132,141],"two-path":[106],"approach":[108,123],"separately":[111],"nulliparous":[115],"multiparous":[117],"mothers,":[118],"one-path":[121,142],"included":[125],"clinical":[127],"variable":[128],"feature.":[134],"compared":[136,156],"these":[137],"two":[138],"approaches":[139],"classifier":[143],"had":[145],"no":[146],"information":[147],"about":[148],"parity":[150],"mothers.":[153],"also":[155],"our":[157],"results":[158],"Caesarean":[163,190],"deliveries":[164],"in":[165],"each":[166],"group,":[167],"which":[168],"is":[169],"used":[170],"clinically":[171],"interrupt":[173],"progression":[175],"towards":[176],"All":[178],"classifiers":[180],"detected":[181],"HIE":[186],"than":[187],"observed":[189],"rate,":[191],"but":[192],"did":[196],"performance.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2023-11-15T00:00:00"}
