{"id":"https://openalex.org/W2754834327","doi":"https://doi.org/10.1109/embc.2017.8037549","title":"Automatic initialization for active contour model in breast cancer detection utilizing conventional ultrasound and Color Doppler","display_name":"Automatic initialization for active contour model in breast cancer detection utilizing conventional ultrasound and Color Doppler","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754834327","doi":"https://doi.org/10.1109/embc.2017.8037549","mag":"2754834327","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060590"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007537617","display_name":"Chadaporn Keatmanee","orcid":"https://orcid.org/0000-0002-8299-3776"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chadaporn Keatmanee","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan","Sirindhorn International Institute of Technology (SIIT), Pathumthani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]},{"raw_affiliation_string":"Sirindhorn International Institute of Technology (SIIT), Pathumthani, Thailand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006833857","display_name":"Stanislav S. Makhanov","orcid":"https://orcid.org/0000-0002-1906-0359"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stanislav S. Makhanov","raw_affiliation_strings":["Sirindhorn International Institute of Technology (SIIT), Pathumthani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sirindhorn International Institute of Technology (SIIT), Pathumthani, Thailand","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569984","display_name":"Kazunori Kotani","orcid":"https://orcid.org/0000-0002-8960-1114"},"institutions":[{"id":"https://openalex.org/I177738480","display_name":"Japan Advanced Institute of Science and Technology","ror":"https://ror.org/03frj4r98","country_code":"JP","type":"education","lineage":["https://openalex.org/I177738480"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazunori Kotani","raw_affiliation_strings":["Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Japan Advanced Institute of Science and Technology (JAIST), Ishikawa, Japan","institution_ids":["https://openalex.org/I177738480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019045012","display_name":"Wanrudee Lohitvisate","orcid":"https://orcid.org/0000-0003-2218-6419"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wanrudee Lohitvisate","raw_affiliation_strings":["Department of Radiology, Thammasat University, Pathumthani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Thammasat University, Pathumthani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005411463","display_name":"Saowapak S. Thongvigitmanee","orcid":"https://orcid.org/0000-0002-7965-3025"},"institutions":[{"id":"https://openalex.org/I14316845","display_name":"National Electronics and Computer Technology Center","ror":"https://ror.org/04z82ry91","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Saowapak S. Thongvigitmanee","raw_affiliation_strings":["\u201cNational Electronics and Computer Technology Center (NECTEC), Pathumthani, Thailand","\"National Electronics and Computer Technology Center (NECTEC), Pathumthani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u201cNational Electronics and Computer Technology Center (NECTEC), Pathumthani, Thailand","institution_ids":["https://openalex.org/I14316845"]},{"raw_affiliation_string":"\"National Electronics and Computer Technology Center (NECTEC), Pathumthani, Thailand","institution_ids":["https://openalex.org/I14316845"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.0994757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"3248","last_page":"3251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9986000061035156,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.8945636749267578},{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.8113925457000732},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026292681694031},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6874834895133972},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6377138495445251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.634394645690918},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.597057580947876},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5076357126235962},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.46101298928260803},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44845858216285706},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4269316494464874},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2124706506729126},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13992127776145935}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8945636749267578},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.8113925457000732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026292681694031},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6874834895133972},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6377138495445251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.634394645690918},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.597057580947876},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5076357126235962},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.46101298928260803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44845858216285706},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4269316494464874},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2124706506729126},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13992127776145935},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","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":"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/embc.2017.8037549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060590","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060590","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322614","display_name":"Thailand Research Fund","ror":"https://ror.org/03gd1bh37"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1963893722","https://openalex.org/W1967241124","https://openalex.org/W1981457683","https://openalex.org/W2073982904","https://openalex.org/W2096583389","https://openalex.org/W2112366897","https://openalex.org/W2113076747","https://openalex.org/W2122209280","https://openalex.org/W2138414356","https://openalex.org/W2142722911","https://openalex.org/W2439538684"],"related_works":["https://openalex.org/W3176564347","https://openalex.org/W3031039437","https://openalex.org/W3204184292","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3101398262","https://openalex.org/W2993078168","https://openalex.org/W2351917300","https://openalex.org/W1522196789","https://openalex.org/W2159463658"],"abstract_inverted_index":{"Regular":[0],"examination":[1],"of":[2,42,58,66,103,120,140,161,171,180],"breasts":[3],"may":[4],"prevent":[5],"and":[6,28,46,143,147],"help":[7],"to":[8,157,178],"cure":[9],"because":[10],"breast":[11,22,61,72],"cancer":[12,23,62,73],"is":[13,17,35,107],"treatable":[14],"when":[15],"it":[16],"detected":[18],"early.":[19],"Therefore,":[20],"a":[21,43,71,113],"screening":[24],"modality":[25,33],"being":[26],"sensitivity":[27],"cost-effective":[29],"like":[30],"ultrasonic":[31],"imaging":[32,68,128],"(US),":[34],"strongly":[36],"required.":[37],"In":[38],"addition,":[39],"the":[40,56,101,108,138,159,162],"combination":[41,65],"conventional":[44,141],"US":[45,142],"its":[47],"adjunct,":[48],"Color":[49,144],"Doppler":[50],"has":[51,90],"been":[52,91],"proved":[53],"for":[54,84,94,116,126],"decreasing":[55],"rate":[57],"false-positive":[59],"in":[60,70],"diagnosis.":[63],"Thus,":[64],"these":[67],"modalities":[69],"segmentation":[74],"would":[75],"provide":[76],"some":[77],"benefits":[78],"as":[79,173,175],"well.":[80],"An":[81],"effective":[82],"method":[83,115,131],"feature":[85],"segmentation,":[86],"active":[87,104,121],"contour":[88,105,122,135],"model":[89,106,123],"widely":[92],"utilized":[93],"decades.":[95],"A":[96],"crucial":[97],"stage":[98],"that":[99],"affects":[100],"performance":[102],"initialization.":[109],"This":[110],"paper":[111],"proposes":[112],"novel":[114],"an":[117,133],"automatic":[118,152],"initialization":[119,153,172],"designed":[124],"specifically":[125],"US-based":[127],"modalities.":[129],"The":[130,165],"estimates":[132],"initial":[134],"by":[136],"utilizing":[137],"fusion":[139],"Doppler.":[145],"Examples":[146],"comparisons":[148],"with":[149],"three":[150],"state-of-the-art":[151],"methods":[154],"are":[155],"demonstrated":[156],"present":[158],"advantages":[160],"proposed":[163],"method.":[164],"evaluation":[166],"results":[167],"show":[168],"high":[169],"accuracy":[170],"well":[174],"fast":[176],"convergence":[177],"features":[179],"interest.":[181]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}