{"id":"https://openalex.org/W3182321450","doi":"https://doi.org/10.1109/tmi.2021.3097355","title":"Hip Landmark Detection With Dependency Mining in Ultrasound Image","display_name":"Hip Landmark Detection With Dependency Mining in Ultrasound Image","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3182321450","doi":"https://doi.org/10.1109/tmi.2021.3097355","mag":"3182321450","pmid":"https://pubmed.ncbi.nlm.nih.gov/34264824"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2021.3097355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3097355","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","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":null,"display_name":"Jingyuan Xu","orcid":"https://orcid.org/0000-0002-4462-315X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingyuan Xu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongtao Xie","orcid":"https://orcid.org/0000-0002-6249-5315"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Xie","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chuanbin Liu","orcid":"https://orcid.org/0000-0002-2840-6235"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanbin Liu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147601","display_name":"Anhui Provincial Children's Hospital","ror":"https://ror.org/04je70584","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210147601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Yang","raw_affiliation_strings":["Anhui Provincial Children\u2019s Hospital, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial Children\u2019s Hospital, Hefei, China","institution_ids":["https://openalex.org/I4210147601"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sicheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147601","display_name":"Anhui Provincial Children's Hospital","ror":"https://ror.org/04je70584","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210147601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sicheng Zhang","raw_affiliation_strings":["Anhui Provincial Children\u2019s Hospital, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial Children\u2019s Hospital, Hefei, China","institution_ids":["https://openalex.org/I4210147601"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xun Chen","orcid":"https://orcid.org/0000-0002-4922-8116"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Chen","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yongdong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongdong Zhang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":5.0238,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96190957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"40","issue":"12","first_page":"3762","last_page":"3774"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11218","display_name":"Hip disorders and treatments","score":0.9035000205039978,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11218","display_name":"Hip disorders and treatments","score":0.9035000205039978,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.006000000052154064,"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/T11679","display_name":"Craniofacial Disorders and Treatments","score":0.00570000009611249,"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/landmark","display_name":"Landmark","score":0.9508000016212463},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6134999990463257},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5817999839782715},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.47110000252723694},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.430400013923645},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4187000095844269},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4154999852180481}],"concepts":[{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.9508000016212463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7415000200271606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6396999955177307},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6134999990463257},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5817999839782715},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4941999912261963},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.47110000252723694},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4154999852180481},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C2986892559","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasound imaging","level":3,"score":0.28619998693466187},{"id":"https://openalex.org/C2780170424","wikidata":"https://www.wikidata.org/wiki/Q229399","display_name":"3D ultrasound","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.267300009727478},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.2522999942302704}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"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":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","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":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2021.3097355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3097355","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:34264824","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34264824","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 transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1778521064","display_name":null,"funder_award_id":"61976008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3316061764","display_name":null,"funder_award_id":"62022076","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1981148603","https://openalex.org/W2030280963","https://openalex.org/W2039240409","https://openalex.org/W2058961190","https://openalex.org/W2076226482","https://openalex.org/W2101926813","https://openalex.org/W2145928883","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2295107390","https://openalex.org/W2299473433","https://openalex.org/W2301358467","https://openalex.org/W2307770531","https://openalex.org/W2332243198","https://openalex.org/W2407810393","https://openalex.org/W2599682813","https://openalex.org/W2599846288","https://openalex.org/W2776207810","https://openalex.org/W2792147213","https://openalex.org/W2884833628","https://openalex.org/W2885647100","https://openalex.org/W2916798096","https://openalex.org/W2948192391","https://openalex.org/W2957267206","https://openalex.org/W2963091558","https://openalex.org/W2963402313","https://openalex.org/W2965326519","https://openalex.org/W2980073730","https://openalex.org/W2981689412","https://openalex.org/W2982220924","https://openalex.org/W2997353146","https://openalex.org/W3002137088","https://openalex.org/W3025576489","https://openalex.org/W3027989593","https://openalex.org/W3034580371","https://openalex.org/W3042178342","https://openalex.org/W3125564923","https://openalex.org/W3137548517","https://openalex.org/W3147852756","https://openalex.org/W6638667902","https://openalex.org/W6639102338","https://openalex.org/W6684191040","https://openalex.org/W6729349781","https://openalex.org/W6729983426","https://openalex.org/W6753412334","https://openalex.org/W6767071366","https://openalex.org/W7075650417"],"related_works":[],"abstract_inverted_index":{"Developmental":[0],"dysplasia":[1],"of":[2,25,94,212,220],"the":[3,23,29,33,37,50,55,98,102,127,132,139,144,167,187],"hip":[4,27,52,63,90,168,177,190,206],"(DDH)":[5],"is":[6,123,180,186],"a":[7,18,71,109,119,150,172],"common":[8],"and":[9,36,54,87,115,129,134,142,163,214],"serious":[10],"disease":[11],"in":[12,21,28,166,182,205],"infants.":[13],"Hip":[14],"landmark":[15,64,91,99,207],"detection":[16,100,208,216],"plays":[17],"critical":[19],"role":[20],"diagnosing":[22],"development":[24],"neonatal":[26],"ultrasound":[30,169,178,191],"image.":[31,170],"However,":[32],"local":[34,57,133,140,154],"confusion":[35,141],"regional":[38],"weakening":[39,145],"make":[40],"this":[41,67],"task":[42],"challenging.":[43],"To":[44],"solve":[45],"these":[46],"challenges,":[47],"we":[48,69,96,148],"explore":[49],"stable":[51],"structure":[53],"distinguishable":[56],"features":[58],"to":[59,101,107,125,137],"provide":[60],"dependencies":[61,128,165],"for":[62,84,113,193],"detection.":[65,92,117],"In":[66],"paper,":[68],"propose":[70,149],"novel":[72],"architecture":[73,112],"named":[74],"Dependency":[75],"Mining":[76],"ResNet":[77,106],"(DM-ResNet),":[78],"which":[79],"investigates":[80],"end-to-end":[81],"dependency":[82,120],"mining":[83,121],"more":[85],"accurate":[86,116],"much":[88],"faster":[89],"First":[93],"all,":[95],"convert":[97],"heatmap":[103],"estimation":[104],"by":[105],"build":[108],"strong":[110],"baseline":[111],"fast":[114],"Secondly,":[118],"module":[122],"explored":[124],"mine":[126],"leverage":[130],"both":[131],"global":[135],"information":[136],"decline":[138],"strengthen":[143],"region.":[146],"Thirdly,":[147],"simple":[151],"but":[152],"effective":[153],"voting":[155],"algorithm":[156],"(LVA)":[157],"that":[158,199],"seeks":[159],"trade-off":[160],"between":[161],"long-range":[162],"short-range":[164],"Besides,":[171],"dataset":[173,192],"with":[174],"2000":[175],"annotated":[176],"images":[179],"constructed":[181],"our":[183,200],"work.":[184],"It":[185],"first":[188],"public":[189],"open":[194],"research.":[195],"Experimental":[196],"results":[197],"show":[198],"method":[201],"achieves":[202],"excellent":[203],"precision":[204],"(average":[209],"point":[210],"error":[211],"0.719mm":[213],"successful":[215],"rate":[217],"within":[218],"1mm":[219],"79.9%).":[221]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2021-07-19T00:00:00"}
