{"id":"https://openalex.org/W4286512461","doi":"https://doi.org/10.1016/j.placenta.2022.07.008","title":"A novel approach based on machine learning analysis of flow velocity waveforms to identify unseen abnormalities of the umbilical cord","display_name":"A novel approach based on machine learning analysis of flow velocity waveforms to identify unseen abnormalities of the umbilical cord","publication_year":2022,"publication_date":"2022-07-21","ids":{"openalex":"https://openalex.org/W4286512461","doi":"https://doi.org/10.1016/j.placenta.2022.07.008","pmid":"https://pubmed.ncbi.nlm.nih.gov/35926305"},"language":"en","primary_location":{"id":"doi:10.1016/j.placenta.2022.07.008","doi":"https://doi.org/10.1016/j.placenta.2022.07.008","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.placenta.2022.07.008","pdf_url":null,"source":{"id":"https://openalex.org/S171513543","display_name":"Placenta","issn_l":"0143-4004","issn":["0143-4004","1532-3102"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Placenta","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5009243417","display_name":"Sara Naftali","orcid":"https://orcid.org/0000-0001-9025-3041","observed_orcids":["https://orcid.org/0000-0001-9025-3041"]},"institutions":[{"id":"https://openalex.org/I119096390","display_name":"Afeka College of Engineering","ror":"https://ror.org/05dhprc49","country_code":"IL","type":"education","lineage":["https://openalex.org/I119096390"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Sara Naftali","raw_affiliation_strings":["School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel. Electronic address: saran@afeka.ac.il","School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel"],"raw_orcid":"https://orcid.org/0000-0001-9025-3041","affiliations":[{"raw_affiliation_string":"School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel. Electronic address: saran@afeka.ac.il","institution_ids":["https://openalex.org/I119096390"]},{"raw_affiliation_string":"School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel","institution_ids":["https://openalex.org/I119096390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033072243","display_name":"Yuval Nareznoy Ashkenazi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119096390","display_name":"Afeka College of Engineering","ror":"https://ror.org/05dhprc49","country_code":"IL","type":"education","lineage":["https://openalex.org/I119096390"]},{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yuval Nareznoy Ashkenazi","raw_affiliation_strings":["School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel; Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Israel","Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Israel","School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel; Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Israel","institution_ids":["https://openalex.org/I119096390","https://openalex.org/I16391192"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Engineering, Tel Aviv University, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel","institution_ids":["https://openalex.org/I119096390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089853337","display_name":"Anat Ratnovsky","orcid":"https://orcid.org/0000-0002-4930-3630","observed_orcids":["https://orcid.org/0000-0002-4930-3630"]},"institutions":[{"id":"https://openalex.org/I119096390","display_name":"Afeka College of Engineering","ror":"https://ror.org/05dhprc49","country_code":"IL","type":"education","lineage":["https://openalex.org/I119096390"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Anat Ratnovsky","raw_affiliation_strings":["School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Engineering, Afeka - Tel Aviv Academic College of Engineering, 38 Mivtza Kadesh St., Tel Aviv, 6998812, Israel","institution_ids":["https://openalex.org/I119096390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5009243417"],"corresponding_institution_ids":["https://openalex.org/I119096390"],"apc_list":{"value":3610,"currency":"USD","value_usd":3610},"apc_paid":null,"fwci":0.6262,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69332069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"127","issue":null,"first_page":"20","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8223000168800354,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8223000168800354,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":0.05290000140666962,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/T10978","display_name":"Prenatal Screening and Diagnostics","score":0.013100000098347664,"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/umbilical-cord-anomalies","display_name":"umbilical cord abnormalities","score":0.9459999799728394},{"id":"https://openalex.org/keywords/doppler-ultrasound","display_name":"Doppler ultrasound","score":0.796999990940094},{"id":"https://openalex.org/keywords/flow-velocity-waveforms","display_name":"flow velocity waveforms","score":0.9350000023841858},{"id":"https://openalex.org/keywords/umbilical-cord-coiling","display_name":"umbilical cord coiling","score":0.9160000085830688},{"id":"https://openalex.org/keywords/umbilical-cord-torsion","display_name":"umbilical cord torsion","score":0.8539999723434448},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.5690000057220459},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.8130000233650208},{"id":"https://openalex.org/keywords/stillbirth","display_name":"stillbirth","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6112527847290039},{"id":"https://openalex.org/C2779863119","wikidata":"https://www.wikidata.org/wiki/Q6423048","display_name":"Knot (papermaking)","level":2,"score":0.5808857083320618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798093676567078},{"id":"https://openalex.org/C20749125","wikidata":"https://www.wikidata.org/wiki/Q7917826","display_name":"Vector flow","level":4,"score":0.5207750201225281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49570977687835693},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.46586111187934875},{"id":"https://openalex.org/C2776955114","wikidata":"https://www.wikidata.org/wiki/Q172563","display_name":"Umbilical cord","level":2,"score":0.452445924282074},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.43284541368484497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36425313353538513},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.321489155292511},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.1685931384563446},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.13354116678237915},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1268993616104126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1008337140083313},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.07855886220932007},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001783","descriptor_name":"Blood Flow Velocity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014470","descriptor_name":"Umbilical Cord","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014470","descriptor_name":"Umbilical Cord","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.placenta.2022.07.008","doi":"https://doi.org/10.1016/j.placenta.2022.07.008","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.placenta.2022.07.008","pdf_url":null,"source":{"id":"https://openalex.org/S171513543","display_name":"Placenta","issn_l":"0143-4004","issn":["0143-4004","1532-3102"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Placenta","raw_type":"journal-article"},{"id":"pmid:35926305","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35926305","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,"listed_in":[],"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":"Placenta","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8048999905586243}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1489608363","https://openalex.org/W1973148969","https://openalex.org/W1976307554","https://openalex.org/W1981976602","https://openalex.org/W1984186688","https://openalex.org/W1984402830","https://openalex.org/W1995508458","https://openalex.org/W1997778558","https://openalex.org/W2042084346","https://openalex.org/W2055568727","https://openalex.org/W2069117104","https://openalex.org/W2069316810","https://openalex.org/W2069596439","https://openalex.org/W2069994642","https://openalex.org/W2080407721","https://openalex.org/W2080998924","https://openalex.org/W2082912608","https://openalex.org/W2087347434","https://openalex.org/W2092229226","https://openalex.org/W2099402325","https://openalex.org/W2100559087","https://openalex.org/W2102423385","https://openalex.org/W2104051514","https://openalex.org/W2114838065","https://openalex.org/W2138266742","https://openalex.org/W2143798640","https://openalex.org/W2157274619","https://openalex.org/W2170505850","https://openalex.org/W2282885289","https://openalex.org/W2294798173","https://openalex.org/W2342892104","https://openalex.org/W2563058157","https://openalex.org/W2761415985","https://openalex.org/W2773338892","https://openalex.org/W2794775957","https://openalex.org/W2883978477","https://openalex.org/W2979740388","https://openalex.org/W3004691372","https://openalex.org/W3013047766","https://openalex.org/W3064554225","https://openalex.org/W3127520712","https://openalex.org/W3133796368","https://openalex.org/W3202326803","https://openalex.org/W4206566905","https://openalex.org/W4239510810","https://openalex.org/W4244010575"],"related_works":["https://openalex.org/W2130108370","https://openalex.org/W2018090249","https://openalex.org/W2064966561","https://openalex.org/W2055568727","https://openalex.org/W2010736162","https://openalex.org/W2151402826","https://openalex.org/W2064346836","https://openalex.org/W2169523897","https://openalex.org/W1791727806","https://openalex.org/W334021702"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2022-07-22T00:00:00"}
