{"id":"https://openalex.org/W4385695863","doi":"https://doi.org/10.1109/jbhi.2023.3303573","title":"Improving the Quality of Fetal Heart Ultrasound Imaging With Multihead Enhanced Self-Attention and Contrastive Learning","display_name":"Improving the Quality of Fetal Heart Ultrasound Imaging With Multihead Enhanced Self-Attention and Contrastive Learning","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385695863","doi":"https://doi.org/10.1109/jbhi.2023.3303573","pmid":"https://pubmed.ncbi.nlm.nih.gov/37556337"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3303573","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3303573","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10213997.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10213997.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100422698","display_name":"Yingying Zhang","orcid":"https://orcid.org/0000-0002-0964-1774"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingying Zhang","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053694130","display_name":"Haogang Zhu","orcid":"https://orcid.org/0000-0003-1771-2752"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haogang Zhu","raw_affiliation_strings":["State Key Laboratory of Software Development Environment, School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001982715","display_name":"Jian Cheng","orcid":"https://orcid.org/0000-0003-1435-673X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cheng","raw_affiliation_strings":["State Key Laboratory of Software Development Environment, School of Computer Science and Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736346","display_name":"Jingyi Wang","orcid":"https://orcid.org/0009-0000-4085-9387"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Wang","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoyan Gu","orcid":"https://orcid.org/0000-0002-4824-0009"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Gu","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050784901","display_name":"Jiancheng Han","orcid":"https://orcid.org/0000-0002-1131-1256"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Han","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101498179","display_name":"Ye Zhang","orcid":"https://orcid.org/0009-0009-5605-3463"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhang","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458733","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0002-6093-971X"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648753","display_name":"Yihua He","orcid":"https://orcid.org/0000-0002-4985-2365"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210119028","display_name":"Beijing Anzhen Hospital","ror":"https://ror.org/02h2j1586","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihua He","raw_affiliation_strings":["Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Echocardiography Medical Center, Beijing Anzhen Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210119028","https://openalex.org/I183519381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101859343","display_name":"Hongjia Zhang","orcid":"https://orcid.org/0000-0002-1314-6733"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongjia Zhang","raw_affiliation_strings":["Beijing Lab for Cardiovascular Precision Medicine, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Lab for Cardiovascular Precision Medicine, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100422698"],"corresponding_institution_ids":["https://openalex.org/I183519381","https://openalex.org/I4210119028","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":8.0309,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97477218,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"11","first_page":"5518","last_page":"5529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9822999835014343,"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9822999835014343,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9707000255584717,"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"}},{"id":"https://openalex.org/T11738","display_name":"Ultrasound in Clinical Applications","score":0.9283999800682068,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/computer-science","display_name":"Computer science","score":0.659543514251709},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49703601002693176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46626028418540955},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.456511527299881},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.42773914337158203},{"id":"https://openalex.org/keywords/fetal-heart","display_name":"Fetal heart","score":0.4203081727027893},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.31483691930770874},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.31218570470809937},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27768832445144653},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.23317205905914307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.659543514251709},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49703601002693176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46626028418540955},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.456511527299881},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.42773914337158203},{"id":"https://openalex.org/C3019522753","wikidata":"https://www.wikidata.org/wiki/Q2657962","display_name":"Fetal heart","level":4,"score":0.4203081727027893},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.31483691930770874},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.31218570470809937},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27768832445144653},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.23317205905914307},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","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":"D005318","descriptor_name":"Fetal Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005318","descriptor_name":"Fetal Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005318","descriptor_name":"Fetal Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006330","descriptor_name":"Heart Defects, Congenital","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006330","descriptor_name":"Heart Defects, Congenital","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006330","descriptor_name":"Heart Defects, Congenital","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"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":"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":"D011296","descriptor_name":"Prenatal Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011296","descriptor_name":"Prenatal Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011296","descriptor_name":"Prenatal Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016216","descriptor_name":"Ultrasonography, Prenatal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016216","descriptor_name":"Ultrasonography, Prenatal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016216","descriptor_name":"Ultrasonography, Prenatal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3303573","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3303573","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10213997.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37556337","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37556337","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/jbhi.2023.3303573","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3303573","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/6363502/10213997.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4468296535","display_name":null,"funder_award_id":"No. U21A2052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5842517598","display_name":null,"funder_award_id":"U21A2052","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G600947662","display_name":null,"funder_award_id":"No. U21A20523","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6961217952","display_name":null,"funder_award_id":"U21A20523","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7518279974","display_name":null,"funder_award_id":"L222152","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8513333314","display_name":null,"funder_award_id":"2021ZD01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320326978","display_name":"State Key Laboratory of Software Development Environment","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385695863.pdf","grobid_xml":"https://content.openalex.org/works/W4385695863.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2051596736","https://openalex.org/W2082941960","https://openalex.org/W2084771496","https://openalex.org/W2128789463","https://openalex.org/W2128830406","https://openalex.org/W2132061786","https://openalex.org/W2154554522","https://openalex.org/W2155737957","https://openalex.org/W2194775991","https://openalex.org/W2506145560","https://openalex.org/W2507952223","https://openalex.org/W2560974992","https://openalex.org/W2563786098","https://openalex.org/W2563851527","https://openalex.org/W2593232761","https://openalex.org/W2598799153","https://openalex.org/W2605159090","https://openalex.org/W2735582614","https://openalex.org/W2765634898","https://openalex.org/W2804078698","https://openalex.org/W2889819882","https://openalex.org/W2900512108","https://openalex.org/W2905544033","https://openalex.org/W2962858109","https://openalex.org/W2963091558","https://openalex.org/W2963446712","https://openalex.org/W2963975576","https://openalex.org/W2980762210","https://openalex.org/W2996089546","https://openalex.org/W3000396339","https://openalex.org/W3002652237","https://openalex.org/W3002705197","https://openalex.org/W3033852357","https://openalex.org/W3034315787","https://openalex.org/W3108655343","https://openalex.org/W3114632476","https://openalex.org/W3132346797","https://openalex.org/W3151453088","https://openalex.org/W3155227830","https://openalex.org/W3199234465","https://openalex.org/W4205389552","https://openalex.org/W4288809219","https://openalex.org/W4292787282","https://openalex.org/W4300273322","https://openalex.org/W4303613922","https://openalex.org/W4311694002","https://openalex.org/W6739901393","https://openalex.org/W6752378368","https://openalex.org/W6766978945","https://openalex.org/W6776700526"],"related_works":["https://openalex.org/W2351153092","https://openalex.org/W22971176","https://openalex.org/W1980685318","https://openalex.org/W1963927723","https://openalex.org/W1968596735","https://openalex.org/W3111777359","https://openalex.org/W2052576884","https://openalex.org/W3028027754","https://openalex.org/W1590935563","https://openalex.org/W2380833439"],"abstract_inverted_index":{"Fetal":[0,16],"congenital":[1],"heart":[2,67,90,213],"disease":[3],"(FCHD)":[4],"is":[5,18,70,123,199],"a":[6,85,101,118,219],"common,":[7],"serious":[8],"birth":[9],"defect":[10],"affecting":[11],"\u223c1%":[12],"of":[13,63,80,137,204,211],"newborns":[14],"annually.":[15],"echocardiography":[17],"the":[19,60,116,127,138,142,155,177,187,197,202,208,226],"most":[20],"effective":[21],"and":[22,40,57,78,94,104,108,130,134,147,161,196],"important":[23],"technique":[24],"for":[25,31,87,225,242],"prenatal":[26,75],"FCHD":[27,34],"diagnosis.":[28],"The":[29],"prerequisites":[30],"accurate":[32,37,133],"ultrasound":[33,91,214],"diagnosis":[35,76],"are":[36,150,166],"view":[38,43,193,228],"recognition":[39,93,194],"high-quality":[41,64],"diagnostic":[42],"extraction.":[44],"However,":[45],"these":[46],"manual":[47],"clinical":[48,247],"procedures":[49],"have":[50],"drawbacks":[51],"such":[52],"as,":[53],"varying":[54],"technical":[55],"capabilities":[56],"inefficiency.":[58],"Therefore,":[59],"automatic":[61],"identification":[62],"multiview":[65,88,102],"fetal":[66,89,139,212,243],"scan":[68],"images":[69,245],"highly":[71],"desirable":[72],"to":[73,125,168,201],"improve":[74,239],"efficiency":[77],"accuracy":[79],"FCHD.":[81],"Here,":[82],"we":[83],"present":[84],"framework":[86],"image":[92,148],"quality":[95,171,209,240],"assessment":[96,172,210],"that":[97,176],"comprises":[98],"two":[99],"parts:":[100],"classification":[103,128],"localization":[105],"network":[106,113,129],"(MCLN)":[107],"an":[109],"improved":[110],"contrastive":[111,153],"learning":[112],"(ICLN).":[114],"In":[115,141],"MCLN,":[117],"multihead":[119],"enhanced":[120],"self-attention":[121],"mechanism":[122],"applied":[124],"construct":[126],"identify":[131],"six":[132,191],"interpretable":[135],"views":[136],"heart.":[140],"ICLN,":[143],"anatomical":[144],"structure":[145],"standardization":[146],"clarity":[149],"considered.":[151],"With":[152],"learning,":[154],"absolute":[156],"loss,":[157],"feature":[158],"relative":[159,164],"loss":[160,165],"predicted":[162],"value":[163],"combined":[167],"achieve":[169],"favorable":[170],"results.":[173],"Experiments":[174],"show":[175],"MCLN":[178],"outperforms":[179],"other":[180],"state-of-the-art":[181],"networks":[182],"by":[183],"1.52-13.61%":[184],"when":[185],"determining":[186],"F1":[188],"score":[189],"in":[190,207,236,246],"standard":[192],"tasks,":[195],"ICLN":[198],"comparable":[200],"performance":[203],"expert":[205],"cardiologists":[206,238],"images,":[215],"reaching":[216],"97%":[217],"on":[218],"test":[220],"set":[221],"within":[222],"2":[223],"points":[224],"four-chamber":[227],"task.":[229],"Thus,":[230],"our":[231],"architecture":[232],"offers":[233],"great":[234],"potential":[235],"helping":[237],"control":[241],"echocardiographic":[244],"practice.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}