{"id":"https://openalex.org/W4297965227","doi":"https://doi.org/10.1109/jbhi.2022.3209589","title":"Fetal Ultrasound Standard Plane Detection With Coarse-to-Fine Multi-Task Learning","display_name":"Fetal Ultrasound Standard Plane Detection With Coarse-to-Fine Multi-Task Learning","publication_year":2022,"publication_date":"2022-09-29","ids":{"openalex":"https://openalex.org/W4297965227","doi":"https://doi.org/10.1109/jbhi.2022.3209589","pmid":"https://pubmed.ncbi.nlm.nih.gov/36173776"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3209589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3209589","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100614681","display_name":"Juncheng Guo","orcid":"https://orcid.org/0000-0002-3175-4396"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juncheng Guo","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","Research institute of Hunan University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3175-4396","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Research institute of Hunan University, Chongqing, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101784511","display_name":"Guanghua Tan","orcid":"https://orcid.org/0000-0001-6001-2351"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Tan","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","Research institute of Hunan University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-6001-2351","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Research institute of Hunan University, Chongqing, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081439040","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0001-9392-2597"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9392-2597","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088872513","display_name":"Huaxuan Wen","orcid":"https://orcid.org/0000-0001-6944-883X"},"institutions":[{"id":"https://openalex.org/I4210104539","display_name":"Shenzhen Maternity and Child Healthcare Hospital","ror":"https://ror.org/01me2d674","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210104539"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaxuan Wen","raw_affiliation_strings":["Department of Ultrasound, Shenzhen Maternal & Child Healthcare Hospital, Southern Medical University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6944-883X","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, Shenzhen Maternal & Child Healthcare Hospital, Southern Medical University, Shenzhen, China","institution_ids":["https://openalex.org/I4210104539","https://openalex.org/I58200834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078793726","display_name":"Kenli Li","orcid":"https://orcid.org/0000-0002-2635-7716"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100614681"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":9.5149,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98416865,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"27","issue":"10","first_page":"5023","last_page":"5031"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9975000023841858,"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":0.9975000023841858,"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":0.9865999817848206,"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/T11374","display_name":"Cleft Lip and Palate Research","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7423765063285828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7047423124313354},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6449203491210938},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.5461758375167847},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.497983455657959},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4853776693344116},{"id":"https://openalex.org/keywords/fetal-head","display_name":"Fetal head","score":0.4669913351535797},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46314167976379395},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45771968364715576},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.42962121963500977},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42746487259864807},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22136712074279785},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.18836843967437744},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1749226450920105},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.11325603723526001}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7423765063285828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7047423124313354},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6449203491210938},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5461758375167847},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.497983455657959},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4853776693344116},{"id":"https://openalex.org/C2779811377","wikidata":"https://www.wikidata.org/wiki/Q5445900","display_name":"Fetal head","level":4,"score":0.4669913351535797},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46314167976379395},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45771968364715576},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.42962121963500977},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42746487259864807},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22136712074279785},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.18836843967437744},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1749226450920105},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.11325603723526001},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/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}],"mesh":[{"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":"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":true},{"descriptor_ui":"D016216","descriptor_name":"Ultrasonography, Prenatal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016216","descriptor_name":"Ultrasonography, Prenatal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2022.3209589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3209589","pdf_url":null,"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:36173776","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36173776","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":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1198246170","display_name":null,"funder_award_id":"62172152","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2036471096","display_name":null,"funder_award_id":"62272159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6907612968","display_name":null,"funder_award_id":"2021JJ30148","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7462309713","display_name":null,"funder_award_id":"62072168","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/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W133203765","https://openalex.org/W195502050","https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W2014788144","https://openalex.org/W2026514485","https://openalex.org/W2061715187","https://openalex.org/W2064675550","https://openalex.org/W2066380143","https://openalex.org/W2126918628","https://openalex.org/W2128515940","https://openalex.org/W2132061786","https://openalex.org/W2139037570","https://openalex.org/W2155737957","https://openalex.org/W2194775991","https://openalex.org/W2397945399","https://openalex.org/W2565639579","https://openalex.org/W2593232761","https://openalex.org/W2598799153","https://openalex.org/W2612520647","https://openalex.org/W2735582614","https://openalex.org/W2752782242","https://openalex.org/W2801875418","https://openalex.org/W2884585870","https://openalex.org/W2948481417","https://openalex.org/W2955425717","https://openalex.org/W2963351448","https://openalex.org/W2963379688","https://openalex.org/W2971555134","https://openalex.org/W3091985450","https://openalex.org/W3140120701","https://openalex.org/W3164174046","https://openalex.org/W4224213643","https://openalex.org/W4226042837","https://openalex.org/W4230412410","https://openalex.org/W4256080149","https://openalex.org/W4282972746","https://openalex.org/W4293584584","https://openalex.org/W6750227808","https://openalex.org/W6753412334","https://openalex.org/W6762718338","https://openalex.org/W6812760461"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"The":[0,140,180],"ultrasound":[1,27,57,110,165,178],"standard":[2,22,58,111],"plane":[3,112,121],"plays":[4],"an":[5,135],"important":[6],"role":[7],"in":[8,17,24,146,190,209],"prenatal":[9,18,210],"fetal":[10,26,170],"growth":[11],"parameter":[12],"measurement":[13],"and":[14,33,53,73,84,124,176,202],"disease":[15],"diagnosis":[16],"screening.":[19,211],"However,":[20],"obtaining":[21],"planes":[23,166],"a":[25,45,62,117,125,155],"video":[28],"is":[29,114,132,143],"not":[30],"only":[31],"laborious":[32],"time-consuming":[34],"but":[35],"also":[36,144],"depends":[37],"on":[38,163],"the":[39,50,56,69,98,105,152,168,173,196,199,205],"clinical":[40],"experience":[41],"of":[42,55,107,120,128,154,167,192,198,207],"sonographers":[43,208],"to":[44,90,150],"certain":[46],"extent.":[47],"To":[48],"improve":[49],"acquisition":[51],"efficiency":[52],"accuracy":[54],"plane,":[59],"we":[60],"propose":[61],"novel":[63],"detection":[64,71,113,148],"framework":[65,149],"that":[66,184],"utilizes":[67],"both":[68],"coarse-to-fine":[70],"strategy":[72],"multi-task":[74,137],"learning":[75,138],"mechanism":[76],"for":[77],"feature-fused":[78],"images.":[79,179],"First,":[80],"traditional":[81],"manually-designed":[82],"features":[83,87],"deep":[85],"learning-based":[86],"are":[88,161],"fused":[89],"obtain":[91],"low-level":[92],"shared":[93],"features,":[94],"which":[95,131,194],"can":[96,203],"enhance":[97],"model's":[99],"feature":[100],"expression":[101],"ability.":[102],"Inspired":[103],"by":[104],"process":[106,119,127],"human":[108],"recognition,":[109],"divided":[115],"into":[116],"coarse":[118],"type":[122],"classification":[123],"fine":[126],"standard-or-not":[129],"detection,":[130],"implemented":[133],"via":[134],"end-to-end":[136],"network.":[139],"region-of-interest":[141],"area":[142],"recognised":[145],"our":[147,185],"suppress":[151],"influence":[153],"variable":[156],"maternal":[157],"background.":[158],"Extensive":[159],"experiments":[160],"conducted":[162],"three":[164],"first-class":[169],"examination,":[171],"i.e.,":[172],"femur,":[174],"thalamus,":[175],"abdomen":[177],"experiment":[181],"results":[182],"show":[183],"method":[186,201],"outperforms":[187],"competing":[188],"methods":[189],"terms":[191],"accuracy,":[193],"demonstrates":[195],"efficacy":[197],"proposed":[200],"reduce":[204],"workload":[206]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}