{"id":"https://openalex.org/W4389576909","doi":"https://doi.org/10.1109/embc40787.2023.10340095","title":"Timely Detection of Infants at Risk of Intrapartum Acidosis and Hypoxic-Ischemic Encephalopathy Using Cardiotocography<sup>*</sup>","display_name":"Timely Detection of Infants at Risk of Intrapartum Acidosis and Hypoxic-Ischemic Encephalopathy Using Cardiotocography<sup>*</sup>","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389576909","doi":"https://doi.org/10.1109/embc40787.2023.10340095","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083649"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340095","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340095.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340095.pdf","any_repository_has_fulltext":null},"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,Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4"],"affiliations":[{"raw_affiliation_string":"McGill University,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 Wu","raw_affiliation_strings":["University of California,San Francisco,CA,USA,94158"],"affiliations":[{"raw_affiliation_string":"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":["University of California,San Francisco,CA,USA,94158"],"affiliations":[{"raw_affiliation_string":"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,Department of Biomedical Engineering,Montreal,QC,Canada,H3A 2B4"],"affiliations":[{"raw_affiliation_string":"McGill University,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":2.2945,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89499362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":1.0,"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":1.0,"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/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10300","display_name":"Congenital Heart Disease Studies","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.8958278894424438},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.777789294719696},{"id":"https://openalex.org/keywords/acidosis","display_name":"Acidosis","score":0.6294612288475037},{"id":"https://openalex.org/keywords/arterial-ph","display_name":"Arterial pH","score":0.5680912733078003},{"id":"https://openalex.org/keywords/encephalopathy","display_name":"Encephalopathy","score":0.5241494178771973},{"id":"https://openalex.org/keywords/neonatal-encephalopathy","display_name":"Neonatal encephalopathy","score":0.48922038078308105},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4848576784133911},{"id":"https://openalex.org/keywords/hypoxic-ischemic-encephalopathy","display_name":"Hypoxic Ischemic Encephalopathy","score":0.47533607482910156},{"id":"https://openalex.org/keywords/apgar-score","display_name":"Apgar score","score":0.4734839200973511},{"id":"https://openalex.org/keywords/umbilical-artery","display_name":"Umbilical artery","score":0.4652947187423706},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.45921066403388977},{"id":"https://openalex.org/keywords/fetal-heart-rate","display_name":"Fetal heart rate","score":0.45336204767227173},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.42873552441596985},{"id":"https://openalex.org/keywords/caesarean-section","display_name":"Caesarean section","score":0.41002941131591797},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.3533462882041931},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.34638282656669617},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.33984988927841187},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.3293270468711853},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2655734717845917},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.2194051444530487}],"concepts":[{"id":"https://openalex.org/C2776046940","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Cardiotocography","level":4,"score":0.8958278894424438},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.777789294719696},{"id":"https://openalex.org/C2778553927","wikidata":"https://www.wikidata.org/wiki/Q185089","display_name":"Acidosis","level":2,"score":0.6294612288475037},{"id":"https://openalex.org/C2908816375","wikidata":"https://www.wikidata.org/wiki/Q648497","display_name":"Arterial pH","level":2,"score":0.5680912733078003},{"id":"https://openalex.org/C2778621155","wikidata":"https://www.wikidata.org/wiki/Q576349","display_name":"Encephalopathy","level":2,"score":0.5241494178771973},{"id":"https://openalex.org/C2778080812","wikidata":"https://www.wikidata.org/wiki/Q5832339","display_name":"Neonatal encephalopathy","level":3,"score":0.48922038078308105},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4848576784133911},{"id":"https://openalex.org/C2909832856","wikidata":"https://www.wikidata.org/wiki/Q2249526","display_name":"Hypoxic Ischemic Encephalopathy","level":3,"score":0.47533607482910156},{"id":"https://openalex.org/C2778052368","wikidata":"https://www.wikidata.org/wiki/Q210797","display_name":"Apgar score","level":4,"score":0.4734839200973511},{"id":"https://openalex.org/C2778964498","wikidata":"https://www.wikidata.org/wiki/Q1724233","display_name":"Umbilical artery","level":4,"score":0.4652947187423706},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.45921066403388977},{"id":"https://openalex.org/C3020626262","wikidata":"https://www.wikidata.org/wiki/Q886292","display_name":"Fetal heart rate","level":4,"score":0.45336204767227173},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.42873552441596985},{"id":"https://openalex.org/C2776279924","wikidata":"https://www.wikidata.org/wiki/Q228036","display_name":"Caesarean section","level":3,"score":0.41002941131591797},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.3533462882041931},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.34638282656669617},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.33984988927841187},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.3293270468711853},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2655734717845917},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.2194051444530487},{"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},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000138","descriptor_name":"Acidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000138","descriptor_name":"Acidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000138","descriptor_name":"Acidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000138","descriptor_name":"Acidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000138","descriptor_name":"Acidosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015148","descriptor_name":"Cardiotocography","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D015148","descriptor_name":"Cardiotocography","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D015148","descriptor_name":"Cardiotocography","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D015148","descriptor_name":"Cardiotocography","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D015148","descriptor_name":"Cardiotocography","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020925","descriptor_name":"Hypoxia-Ischemia, Brain","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340095","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340095.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083649","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083649","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/embc40787.2023.10340095","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340095","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340095.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.44999998807907104,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1128133788","display_name":null,"funder_award_id":"Gates","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"}],"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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389576909.pdf","grobid_xml":"https://content.openalex.org/works/W4389576909.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1485951200","https://openalex.org/W2030107446","https://openalex.org/W2044894875","https://openalex.org/W2112963538","https://openalex.org/W2119650563","https://openalex.org/W2120599197","https://openalex.org/W2152806993","https://openalex.org/W2592716858","https://openalex.org/W2597570223","https://openalex.org/W2965495239","https://openalex.org/W2965982242","https://openalex.org/W3007150658","https://openalex.org/W4205422936","https://openalex.org/W4294975777"],"related_works":["https://openalex.org/W4311546016","https://openalex.org/W2496058309","https://openalex.org/W2397685491","https://openalex.org/W2127966554","https://openalex.org/W2959813298","https://openalex.org/W2298953558","https://openalex.org/W1542081249","https://openalex.org/W2624786205","https://openalex.org/W4389075335","https://openalex.org/W2911541964"],"abstract_inverted_index":{"This":[0,219,247],"work":[1],"aims":[2],"to":[3,115,118,122,197,251],"improve":[4],"the":[5,102,105,123,167,170,198,202,205,232,261,266,275,279],"intrapartum":[6],"detection":[7],"of":[8,14,96,104,136,155,185,263],"fetuses":[9],"with":[10,54,58,67,147,270],"an":[11,72,133,173],"increased":[12,211],"risk":[13],"developing":[15],"fetal":[16,23],"acidosis":[17,59,168,228],"or":[18,47,229],"hypoxic-ischemic":[19],"encephalopathy":[20,62],"(HIE)":[21],"using":[22,86,101],"heart":[24],"rate":[25,200,209,234,262],"(FHR)":[26],"and":[27,63,88,98,182,238,259],"uterine":[28],"pressure":[29],"(UP)":[30],"signals.":[31],"Our":[32],"study":[33,128],"population":[34],"comprised":[35],"40,831":[36],"term":[37],"births":[38],"divided":[39],"into":[40],"3":[41],"classes":[42],"based":[43,76],"on":[44,77,107],"umbilical":[45],"cord":[46],"early":[48,249],"neonatal":[49],"blood":[50],"gas":[51],"assessments:":[52],"374":[53],"verified":[55],"HIE,":[56,230,271],"3,047":[57],"but":[60],"no":[61],"37,410":[64],"healthy":[65,203],"babies":[66,137,225],"normal":[68,280],"gases.":[69],"We":[70],"developed":[71,139],"intervention":[73,222,233],"recommendation":[74],"system":[75,131,171],"a":[78,112,148],"random":[79],"forest":[80],"classifier.":[81],"The":[82],"classifier":[83,106],"was":[84,210,248],"trained":[85],"classical":[87],"novel":[89],"features":[90],"extracted":[91],"electronically":[92],"from":[93],"20-minute":[94],"epochs":[95],"FHR":[97],"UP.":[99],"Then,":[100],"predictions":[103],"each":[108,127],"epoch,":[109],"we":[110],"designed":[111],"decision":[113],"rule":[114],"determine":[116],"when":[117],"recommended":[119,221],"intervention.":[120],"Compared":[121,196],"Caesarean":[124,199],"rates":[125],"in":[126,201,223,236,278],"group,":[129,169,204],"our":[130],"identified":[132,172],"additional":[134,174],"5.68%":[135],"who":[138],"HIE":[140],"(54.55%":[141],"vs":[142,177,215],"60.23%,":[143],"p":[144,179],"<":[145,180],"0.01)":[146,181],"specific":[149],"alert":[150],"threshold.":[151],"Importantly,":[152],"about":[153,183],"75%":[154],"these":[156,186],"recommendations":[157,187],"were":[158,188],"made":[159,189],"more":[160,190,224],"than":[161,191,231],"200":[162,192,243],"minutes":[163,193,244],"before":[164,194,245],"birth.":[165,195],"In":[166],"17.44%":[175],"(37.15%":[176],"54.59%,":[178],"2/3":[184],"associated":[206,269],"false":[207],"positive":[208],"by":[212,227],"1.07%":[213],"(38.80%":[214],"39.87%,":[216],"p<0.01).Clinical":[217],"Relevance-":[218],"method":[220],"affected":[226],"observed":[235],"practice":[237],"most":[239],"often":[240],"did":[241],"so":[242],"delivery.":[246],"enough":[250],"expect":[252],"that":[253],"interventions":[254],"would":[255,273],"have":[256],"clinical":[257],"benefit":[258],"reduce":[260],"HIE.":[264],"Given":[265],"high":[267],"burden":[268],"this":[272],"justify":[274],"marginal":[276],"increase":[277],"Cesarean":[281],"rate.":[282]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}