{"id":"https://openalex.org/W4226065999","doi":"https://doi.org/10.1109/tcsvt.2022.3157828","title":"A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image","display_name":"A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image","publication_year":2022,"publication_date":"2022-03-08","ids":{"openalex":"https://openalex.org/W4226065999","doi":"https://doi.org/10.1109/tcsvt.2022.3157828"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3157828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3157828","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5043323603","display_name":"Laifa Ma","orcid":"https://orcid.org/0000-0001-6438-7812"},"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":"Laifa Ma","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-6438-7812","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/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"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053813343","display_name":"Hongxia Luo","orcid":"https://orcid.org/0000-0003-0759-2988"},"institutions":[{"id":"https://openalex.org/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I4210099512","display_name":"Second Affiliated Hospital & Yuying Children's Hospital of Wenzhou Medical University","ror":"https://ror.org/0156rhd17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099512"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxia Luo","raw_affiliation_strings":["Department of Ultrasonic Diagnosis, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasonic Diagnosis, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I4210099512","https://openalex.org/I27781120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069241620","display_name":"Qing Liao","orcid":"https://orcid.org/0000-0003-1012-5301"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Liao","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1012-5301","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084463852","display_name":"Shengli Li","orcid":"https://orcid.org/0000-0002-2649-1085"},"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":"Shengli Li","raw_affiliation_strings":["Department of Ultrasonography, Affiliated Shenzhen Maternity and Child Healthcare Hospital, Southern Medical University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2649-1085","affiliations":[{"raw_affiliation_string":"Department of Ultrasonography, Affiliated Shenzhen Maternity and 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/I27781120","display_name":"Wenzhou Medical University","ror":"https://ror.org/00rd5t069","country_code":"CN","type":"education","lineage":["https://openalex.org/I27781120"]},{"id":"https://openalex.org/I4210099512","display_name":"Second Affiliated Hospital & Yuying Children's Hospital of Wenzhou Medical University","ror":"https://ror.org/0156rhd17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099512"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kenli Li","raw_affiliation_strings":["Department of Ultrasonic Diagnosis, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2635-7716","affiliations":[{"raw_affiliation_string":"Department of Ultrasonic Diagnosis, The Second Affiliated Hospital and Yuying Children’s Hospital, Wenzhou Medical University, Wenzhou, China","institution_ids":["https://openalex.org/I4210099512","https://openalex.org/I27781120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043323603"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":5.6375,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.96342465,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":"9","first_page":"6113","last_page":"6124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10307","display_name":"Head and Neck Cancer Studies","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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":0.9747999906539917,"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":0.797744870185852},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6907171607017517},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.561357319355011},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5559466481208801},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5530524849891663},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.5183290243148804},{"id":"https://openalex.org/keywords/thyroid","display_name":"Thyroid","score":0.5111177563667297},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4634658396244049},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45280930399894714},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4502909183502197},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4172137379646301},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39146000146865845},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11276787519454956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797744870185852},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6907171607017517},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.561357319355011},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5559466481208801},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5530524849891663},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5183290243148804},{"id":"https://openalex.org/C526584372","wikidata":"https://www.wikidata.org/wiki/Q16399","display_name":"Thyroid","level":2,"score":0.5111177563667297},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4634658396244049},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45280930399894714},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4502909183502197},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4172137379646301},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39146000146865845},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11276787519454956},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2022.3157828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3157828","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2535436514","display_name":null,"funder_award_id":"2019JJ40024","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":45,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W1979393293","https://openalex.org/W2011116888","https://openalex.org/W2050398567","https://openalex.org/W2057994991","https://openalex.org/W2100196352","https://openalex.org/W2113275954","https://openalex.org/W2116040950","https://openalex.org/W2132647655","https://openalex.org/W2132896411","https://openalex.org/W2184750652","https://openalex.org/W2411584776","https://openalex.org/W2412782625","https://openalex.org/W2550409828","https://openalex.org/W2552639984","https://openalex.org/W2596544367","https://openalex.org/W2809903694","https://openalex.org/W2891064393","https://openalex.org/W2892421597","https://openalex.org/W2954996726","https://openalex.org/W2963150697","https://openalex.org/W2964167369","https://openalex.org/W2964236837","https://openalex.org/W2971403019","https://openalex.org/W2976669726","https://openalex.org/W2982161360","https://openalex.org/W2993182889","https://openalex.org/W3010722397","https://openalex.org/W3011007613","https://openalex.org/W3011606420","https://openalex.org/W3023317280","https://openalex.org/W3035656430","https://openalex.org/W3040253440","https://openalex.org/W3088727794","https://openalex.org/W3089516294","https://openalex.org/W3092031931","https://openalex.org/W3121052081","https://openalex.org/W3134994484","https://openalex.org/W3172005333","https://openalex.org/W3177433885","https://openalex.org/W3191107899","https://openalex.org/W3192692200","https://openalex.org/W6686288625"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W4375867731","https://openalex.org/W4249847449","https://openalex.org/W44395729","https://openalex.org/W2611989081","https://openalex.org/W2765338038","https://openalex.org/W1496225612","https://openalex.org/W1523500768"],"abstract_inverted_index":{"Recognition":[0],"of":[1,6,28,46,57,72,148,154,171],"thyroid":[2,42,150,172],"glands":[3],"and":[4,23,44,83,97,101,152,173],"tissues":[5,45,153],"the":[7,26,55,103,109,121,129,137,145,149,160,187],"neck":[8,47,155,174],"is":[9,20,36,117,126],"vital":[10],"for":[11],"screening":[12],"related":[13],"diseases":[14],"in":[15,30,53,156,185],"ultrasound":[16,157],"videos.":[17,158],"This":[18],"task":[19],"subjective,":[21],"challenging,":[22],"dependent":[24],"on":[25,177],"experience":[27],"sonographer":[29],"current":[31],"clinical":[32,161],"practice.":[33],"The":[34,124,132],"purpose":[35],"to":[37,50,119],"develop":[38],"a":[39,65,73],"fully":[40],"automated":[41],"gland":[43,151],"recognition":[48,147,169],"framework":[49,69],"assist":[51,183],"doctors":[52,184],"distinguishing":[54,186],"boundaries":[56,188],"different":[58,190],"tissues.":[59,191],"In":[60],"this":[61],"paper,":[62],"we":[63,165],"propose":[64],"novel":[66],"deep":[67,139],"learning":[68,140],"that":[70,107,136],"consists":[71],"feature":[74],"extraction":[75],"network,":[76,79],"region":[77],"proposal":[78],"object":[80],"detection":[81],"head,":[82],"spatial":[84,90],"pyramid":[85,91],"RoIAlign-based":[86],"segmentation":[87],"head.":[88],"Designed":[89],"RoIAlign":[92],"can":[93,142,181],"efficiently":[94],"capture":[95],"local":[96],"global":[98],"context":[99,105],"features,":[100],"aggregates":[102],"multiple":[104],"information":[106],"makes":[108],"result":[110],"much":[111],"more":[112],"reliable.":[113],"A":[114],"large":[115],"dataset":[116],"constructed":[118],"train":[120],"proposed":[122,138],"method.":[123],"performance":[125],"evaluated":[127],"using":[128],"COCO":[130],"metrics.":[131],"experimental":[133],"results":[134],"demonstrate":[135],"method":[141],"effectively":[143],"realize":[144],"automatic":[146,168],"Considering":[159],"practical":[162],"application":[163],"scenarios,":[164],"developed":[166],"an":[167],"system":[170],"tissue":[175],"based":[176],"edge":[178],"computing,":[179],"which":[180],"expediently":[182],"between":[189]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}