{"id":"https://openalex.org/W2754357022","doi":"https://doi.org/10.1109/embc.2017.8036908","title":"Semi-automated enhanced breast tumor segmentation for CT image","display_name":"Semi-automated enhanced breast tumor segmentation for CT image","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754357022","doi":"https://doi.org/10.1109/embc.2017.8036908","mag":"2754357022","pmid":"https://pubmed.ncbi.nlm.nih.gov/29059956"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8036908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8036908","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":"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":"https://openalex.org/A5100407001","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-5268-9570"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Wang","raw_affiliation_strings":["Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China","Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457397","display_name":"Meng Li","orcid":"https://orcid.org/0000-0001-7592-2091"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Li","raw_affiliation_strings":["Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China"],"affiliations":[{"raw_affiliation_string":"Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101504748","display_name":"Xia Liu","orcid":"https://orcid.org/0000-0002-8277-4880"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Liu","raw_affiliation_strings":["Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China","Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112227828","display_name":"Zaiyi Liu","orcid":"https://orcid.org/0000-0002-9307-8522"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiyi Liu","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083627076","display_name":"Yali Zang","orcid":"https://orcid.org/0000-0002-3010-6549"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yali Zang","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111822524","display_name":"Zhenyu Liu","orcid":"https://orcid.org/0000-0001-7559-8519"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Liu","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730127","display_name":"Di Dong","orcid":"https://orcid.org/0000-0003-0783-3171"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Dong","raw_affiliation_strings":["Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China"],"affiliations":[{"raw_affiliation_string":"Radiology department, Guangdong Provincial People's Hospital, GuangZhou, CO, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091135806","display_name":"Changhong Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhong Chang","raw_affiliation_strings":["Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering School, Harbin University of Science And Technology, Harbin, CO, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100429270","display_name":"Jie Tian","orcid":"https://orcid.org/0000-0003-0498-0432"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, CO, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100407001"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.4166,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65531376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2017","issue":null,"first_page":"648","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6919618248939514},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.672587513923645},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.6551718711853027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6056760549545288},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6012654900550842},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5765687227249146},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5249885320663452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.523694634437561},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45122307538986206},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43537068367004395},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.4212999939918518},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3058854341506958},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2995868921279907},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.2627166211605072},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21959331631660461}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6919618248939514},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.672587513923645},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.6551718711853027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6056760549545288},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6012654900550842},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5765687227249146},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5249885320663452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.523694634437561},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45122307538986206},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43537068367004395},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.4212999939918518},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3058854341506958},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2995868921279907},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.2627166211605072},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21959331631660461},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8036908","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8036908","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:29059956","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29059956","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":[{"score":0.7599999904632568,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W27461462","https://openalex.org/W37188350","https://openalex.org/W60423602","https://openalex.org/W1538733018","https://openalex.org/W1978167298","https://openalex.org/W1995390311","https://openalex.org/W1998865404","https://openalex.org/W2045015220","https://openalex.org/W2106596998","https://openalex.org/W2116973876","https://openalex.org/W2125637308","https://openalex.org/W2129790334","https://openalex.org/W2130582349","https://openalex.org/W2137304315","https://openalex.org/W2157853947","https://openalex.org/W2162310225","https://openalex.org/W2169551590","https://openalex.org/W2170552969","https://openalex.org/W2205795857"],"related_works":["https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W1994424557","https://openalex.org/W2024449420","https://openalex.org/W2181573213","https://openalex.org/W2398368608","https://openalex.org/W2122866860","https://openalex.org/W1990492110","https://openalex.org/W1583737874","https://openalex.org/W2903465195"],"abstract_inverted_index":{"Accurate":[0],"detection":[1],"of":[2,19,51,109,119],"breast":[3,20,31],"cancer":[4,21,32],"region":[5,42],"is":[6,14],"essential":[7],"for":[8,83],"treatment.":[9],"X-ray":[10],"computed":[11],"tomography":[12],"(CT)":[13],"an":[15],"effective":[16],"diagnostic":[17],"method":[18,34,87,111],"besides":[22],"MRI":[23],"and":[24,67,123],"ultrasound.":[25],"In":[26],"this":[27],"paper,":[28],"a":[29,55,77,91],"semi-automated":[30],"segmentation":[33],"was":[35,44,61,81,88,112,115],"proposed":[36],"to":[37,46,63],"CT":[38],"images.":[39],"First,":[40],"maximum":[41],"searching":[43],"used":[45,82],"find":[47],"the":[48,52,65,69,73,106],"rough":[49],"boundary":[50],"lesion.":[53],"Then,":[54],"modified":[56],"Histogram":[57],"Equalization":[58],"with":[59,94],"Iterative-Filling":[60],"adopted":[62],"enhance":[64],"lesion":[66],"avoid":[68],"unbalanced":[70],"intensity":[71],"in":[72,100],"target":[74],"region.":[75],"Finally,":[76],"four-seeds":[78],"Random":[79,120],"Walk":[80,121],"accurate":[84],"segmentation.":[85],"The":[86,102],"validated":[89],"on":[90],"clinical":[92],"dataset":[93],"50":[95],"cases":[96],"containing":[97],"630":[98],"slices":[99],"total.":[101],"experiments":[103],"showed":[104],"that":[105,118],"Dice":[107],"Coefficient":[108],"our":[110],"88.6%,":[113],"which":[114],"higher":[116],"than":[117],"(76.9%)":[122],"Graph-Cut":[124],"(79.8%).":[125]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
