{"id":"https://openalex.org/W4309672549","doi":"https://doi.org/10.1109/smc53654.2022.9945139","title":"Localization and measurement of fetal head in ultrasound image by deep neural networks","display_name":"Localization and measurement of fetal head in ultrasound image by deep neural networks","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309672549","doi":"https://doi.org/10.1109/smc53654.2022.9945139"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945139","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5101476543","display_name":"Siyu Zhao","orcid":"https://orcid.org/0009-0003-2037-179X"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Siyu Zhao","raw_affiliation_strings":["Wuhan University of Science and Technology,Wuhan,China","Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038510043","display_name":"Xiaowei Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Fu","raw_affiliation_strings":["Wuhan University of Science and Technology,Wuhan,China","Wuhan University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I43922553"]},{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100407742","display_name":"Xi Li","orcid":"https://orcid.org/0000-0002-9199-8026"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Li","raw_affiliation_strings":["Huazhong University of Science and Technology of organization,Wuhan,China","Huazhong University of Science and Technology of organization, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology of organization,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Huazhong University of Science and Technology of organization, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101476543"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":0.6061,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66101695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1810","last_page":"1816"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9940000176429749,"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":0.9940000176429749,"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/T11374","display_name":"Cleft Lip and Palate Research","score":0.9704999923706055,"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"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9632999897003174,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fetal-head","display_name":"Fetal head","score":0.8077722787857056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6384478807449341},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.6151654720306396},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.523466944694519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4769369959831238},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29770296812057495},{"id":"https://openalex.org/keywords/fetus","display_name":"Fetus","score":0.27243873476982117},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.15590408444404602},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.0994994044303894}],"concepts":[{"id":"https://openalex.org/C2779811377","wikidata":"https://www.wikidata.org/wiki/Q5445900","display_name":"Fetal head","level":4,"score":0.8077722787857056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6384478807449341},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.6151654720306396},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.523466944694519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4769369959831238},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29770296812057495},{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.27243873476982117},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.15590408444404602},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0994994044303894},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53654.2022.9945139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945139","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325431","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1991370230","https://openalex.org/W2055875302","https://openalex.org/W2065154920","https://openalex.org/W2089128394","https://openalex.org/W2120023383","https://openalex.org/W2211303824","https://openalex.org/W2565639579","https://openalex.org/W2613049942","https://openalex.org/W2700917049","https://openalex.org/W2734349601","https://openalex.org/W2769377523","https://openalex.org/W2884436604","https://openalex.org/W2958612150","https://openalex.org/W2979459070","https://openalex.org/W3013799281","https://openalex.org/W3093772395","https://openalex.org/W3115055309","https://openalex.org/W3181880044","https://openalex.org/W3198228524"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Ultrasound":[0],"imaging":[1],"is":[2,15,26,102,128,175,197],"widely":[3],"used":[4,129],"in":[5,61,137,162],"prenatal":[6,24],"diagnosis":[7,25],"of":[8,16,23,32,72,81,84,113,134,203,229,232],"fetuses":[9],"to":[10,27,68,77,108,130,171,199,212],"monitor":[11],"fetal":[12,62,73,85,99,115,121,205,233],"development,":[13],"which":[14,184,207],"great":[17],"clinical":[18],"significance.":[19],"The":[20],"main":[21],"purpose":[22],"measure":[28],"some":[29,66],"biological":[30],"parameters":[31],"fetuses,":[33],"such":[34],"as":[35],"Abdominal":[36],"Circumference":[37,49],"(AC),":[38],"Crown-rump":[39],"Length":[40,43],"(CRL),":[41],"Femur":[42],"(FL),":[44],"Biparietal":[45],"Diameter":[46],"(BPD),":[47],"Head":[48],"(HC)":[50],"and":[51,58,142,169],"so":[52],"on.":[53],"However,":[54],"the":[55,69,79,98,111,114,132,138,151,154,158,163,178,187,194,201,204,213,227],"artifacts,":[56],"noise":[57],"skull":[59],"loss":[60],"ultrasound":[63,217],"images":[64,166],"create":[65],"challenges":[67],"automatic":[70,82,230],"measurement":[71,83,231],"HC.":[74,234],"In":[75,150],"order":[76],"improve":[78,226],"accuracy":[80,228],"HC,":[86],"this":[87],"paper":[88],"proposes":[89],"Feature":[90,125],"Channel":[91],"Spatial":[92],"Unet(FCS-Unet)":[93],"with":[94],"post":[95],"processing.":[96],"Firstly,":[97],"head":[100,116,122,159],"positioning":[101,117,160],"carried":[103],"out":[104,110],"through":[105,147],"Faster":[106],"R-CNN":[107],"find":[109],"coordinates":[112],"box.":[118],"Then":[119],"for":[120],"circumference":[123],"segmentation,":[124],"Pyramid":[126],"Networks(FPN)":[127],"replace":[131],"encoder":[133],"Unet.":[135],"And":[136],"skip":[139],"connections,":[140],"channel":[141],"spatial":[143],"module":[144],"are":[145,167],"incorporated":[146],"sum":[148],"operation.":[149],"post-processing":[152],"section,":[153],"white":[155],"pixels":[156],"outside":[157],"box":[161],"resulting":[164],"binary":[165],"zeroed":[168],"turned":[170],"black.":[172],"Finally,":[173],"HC":[174],"calculated":[176],"by":[177],"least":[179],"square":[180],"ellipse":[181,188],"fitting":[182],"method":[183,196,224],"can":[185,225],"obtain":[186],"parameters.":[189],"Experimental":[190],"results":[191],"show":[192],"that":[193],"proposed":[195],"helpful":[198],"maintain":[200],"details":[202],"head,":[206],"has":[208],"a":[209,220],"good":[210],"robustness":[211],"low":[214],"signal-to-noise":[215],"ratio":[216],"images.":[218],"To":[219],"certain":[221],"extent,":[222],"our":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}