{"id":"https://openalex.org/W2777213898","doi":"https://doi.org/10.1109/dicta.2017.8227384","title":"3D Segmentation of Residual Thyroid Tissue Using Constrained Region Growing and Voting Strategies","display_name":"3D Segmentation of Residual Thyroid Tissue Using Constrained Region Growing and Voting Strategies","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2777213898","doi":"https://doi.org/10.1109/dicta.2017.8227384","mag":"2777213898"},"language":"en","primary_location":{"id":"doi:10.1109/dicta.2017.8227384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2017.8227384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","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/A5060418246","display_name":"Guoqing Bao","orcid":"https://orcid.org/0000-0002-0669-6358"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Guoqing Bao","raw_affiliation_strings":["Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101990068","display_name":"Chaojie Zheng","orcid":"https://orcid.org/0000-0003-3453-0790"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chaojie Zheng","raw_affiliation_strings":["Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071107465","display_name":"Panli Li","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Panli Li","raw_affiliation_strings":["SJTU-USYD Joint Research Alliance for Translational Medicine, Shanghai Jiao Tong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SJTU-USYD Joint Research Alliance for Translational Medicine, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004971220","display_name":"Hui Cui","orcid":"https://orcid.org/0000-0001-8224-4698"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hui Cui","raw_affiliation_strings":["The University of Sydney, Sydney, NSW, AU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, NSW, AU","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046614213","display_name":"Xiuying Wang","orcid":"https://orcid.org/0000-0001-7160-5929"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiuying Wang","raw_affiliation_strings":["Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087860365","display_name":"Shaoli Song","orcid":"https://orcid.org/0000-0003-2544-7522"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoli Song","raw_affiliation_strings":["SJTU-USYD Joint Research Alliance for Translational Medicine, Shanghai Jiao Tong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SJTU-USYD Joint Research Alliance for Translational Medicine, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726056","display_name":"Gang Huang","orcid":"https://orcid.org/0000-0002-5786-7110"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Huang","raw_affiliation_strings":["Department of Nuclear Medicine, Shanghai Jiao Tong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068891693","display_name":"Dagan Feng","orcid":"https://orcid.org/0000-0002-3381-214X"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Dagan Feng","raw_affiliation_strings":["Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia","Med-X Research Institute, Shanghai Jiao Tong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical and Multimedia Information Technologies Group, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Med-X Research Institute, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5060418246"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18948228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10862","display_name":"AI in cancer detection","score":0.991599977016449,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.752551794052124},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7430698871612549},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6913791298866272},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5849971771240234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5334821939468384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5230168700218201},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49924397468566895},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.480522483587265},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4670749008655548},{"id":"https://openalex.org/keywords/thyroid","display_name":"Thyroid","score":0.4474030137062073},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4370410740375519},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4235541820526123},{"id":"https://openalex.org/keywords/thyroidectomy","display_name":"Thyroidectomy","score":0.42316609621047974},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4106886684894562},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3770526647567749},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36092889308929443},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27613794803619385},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17025765776634216},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09391459822654724},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08862435817718506}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.752551794052124},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7430698871612549},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6913791298866272},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5849971771240234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5334821939468384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5230168700218201},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49924397468566895},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.480522483587265},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4670749008655548},{"id":"https://openalex.org/C526584372","wikidata":"https://www.wikidata.org/wiki/Q16399","display_name":"Thyroid","level":2,"score":0.4474030137062073},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4370410740375519},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4235541820526123},{"id":"https://openalex.org/C2777074255","wikidata":"https://www.wikidata.org/wiki/Q1351681","display_name":"Thyroidectomy","level":3,"score":0.42316609621047974},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4106886684894562},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3770526647567749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36092889308929443},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27613794803619385},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17025765776634216},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09391459822654724},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08862435817718506},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta.2017.8227384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta.2017.8227384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:ses.library.usyd.edu.au:2123/21810","is_oa":false,"landing_page_url":"https://hdl.handle.net/2123/21810","pdf_url":null,"source":{"id":"https://openalex.org/S4306402414","display_name":"The Sydney eScholarship Repository (The University of Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129604602","host_organization_name":"The University of Sydney","host_organization_lineage":["https://openalex.org/I129604602"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Post-print"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1980097377","https://openalex.org/W2010115471","https://openalex.org/W2048522449","https://openalex.org/W2079842879","https://openalex.org/W2096579040","https://openalex.org/W2104095591","https://openalex.org/W2147104572","https://openalex.org/W2153431772","https://openalex.org/W2169351022","https://openalex.org/W2185115995","https://openalex.org/W2427881153","https://openalex.org/W2544543335"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2383143032","https://openalex.org/W2148204638"],"abstract_inverted_index":{"The":[0,58,74,91],"measurement":[1],"of":[2,14,83,110,124,130,136,143,151],"residual":[3,19,44],"thyroid":[4,15,20,45],"tissue":[5,21,32,46],"after":[6],"thyroidectomy":[7],"is":[8,26],"crucial":[9],"for":[10,43],"the":[11,30,64,71,81,88,100,105],"precise":[12],"quantification":[13],"cancer":[16],"treatment.":[17],"Accurate":[18],"segmentation":[22,47,106],"from":[23,63],"CT":[24],"images":[25],"challenging":[27],"due":[28],"to":[29,79],"indistinct":[31],"boundary.":[33],"We":[34],"propose":[35],"a":[36],"vote-in":[37],"&":[38],"vote-out":[39],"region":[40],"propagation":[41,72],"model":[42],"which":[48],"incorporates":[49],"global":[50],"and":[51,54,67,113,139],"local":[52],"constraints":[53,59],"two":[55],"voting":[56,75],"strategies.":[57],"were":[60,77],"initially":[61],"estimated":[62],"given":[65],"seeds":[66],"adaptively":[68],"adjusted":[69],"during":[70],"process.":[73],"strategies":[76],"developed":[78],"decrease":[80],"opportunities":[82],"merging":[84],"unexpected":[85],"voxels":[86],"around":[87],"uncertain":[89],"boundaries.":[90],"experiment":[92],"results":[93],"over":[94],"clinical":[95],"patient":[96],"studies":[97],"demonstrated":[98],"that":[99],"proposed":[101],"method":[102,117],"significantly":[103],"improved":[104],"accuracy":[107],"in":[108],"terms":[109],"spatial":[111],"overlap":[112],"shape":[114],"similarity.":[115],"Our":[116],"achieved":[118],"an":[119,147],"average":[120,148],"Volume":[121,128],"Overlap":[122],"Error":[123],"14.44\u00b17.55":[125],"%,":[126,132],"Relative":[127],"Difference":[129],"9.42\u00b120.31":[131],"Average":[133],"Surface":[134,141],"Distance":[135,142],"0.12\u00b10.05":[137],"mm":[138],"Maximum":[140],"1.34\u00b10.62":[144],"mm,":[145],"with":[146],"computation":[149],"time":[150],"2.68":[152],"seconds.":[153]},"counts_by_year":[],"updated_date":"2026-04-27T08:22:11.395708","created_date":"2025-10-10T00:00:00"}