{"id":"https://openalex.org/W3020678160","doi":"https://doi.org/10.1109/access.2020.2989369","title":"Nucleus Segmentation of Cervical Cytology Images Based on Depth Information","display_name":"Nucleus Segmentation of Cervical Cytology Images Based on Depth Information","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3020678160","doi":"https://doi.org/10.1109/access.2020.2989369","mag":"3020678160"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2989369","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989369","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2020.2989369","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077498105","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0003-3229-208X"},"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/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I41208885","display_name":"Harbin University of Commerce","ror":"https://ror.org/03zsxkw25","country_code":"CN","type":"education","lineage":["https://openalex.org/I41208885"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin, China","Network and Education Technology Center, Harbin University of Commerce, Harbin, China","School of Computer Science, Harbin University of Science and Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-3229-208X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Network and Education Technology Center, Harbin University of Commerce, Harbin, China","institution_ids":["https://openalex.org/I41208885"]},{"raw_affiliation_string":"School of Computer Science, Harbin University of Science and Technology, Harbin, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549591","display_name":"Jinjie Huang","orcid":"https://orcid.org/0000-0002-7446-7055"},"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/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjie Huang","raw_affiliation_strings":["Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin, China","School of Computer Science, Harbin University of Science and Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-7446-7055","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science, Harbin University of Science and Technology, Harbin, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000121999","display_name":"Dequan Zheng","orcid":"https://orcid.org/0000-0002-6431-360X"},"institutions":[{"id":"https://openalex.org/I41208885","display_name":"Harbin University of Commerce","ror":"https://ror.org/03zsxkw25","country_code":"CN","type":"education","lineage":["https://openalex.org/I41208885"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dequan Zheng","raw_affiliation_strings":["Network and Education Technology Center, Harbin University of Commerce, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-6431-360X","affiliations":[{"raw_affiliation_string":"Network and Education Technology Center, Harbin University of Commerce, Harbin, China","institution_ids":["https://openalex.org/I41208885"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026346396","display_name":"Yongjun He","orcid":"https://orcid.org/0000-0002-5156-651X"},"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":"Yongjun He","raw_affiliation_strings":["School of Computer Science, Harbin University of Science and Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-5156-651X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Harbin University of Science and Technology, Harbin, China","institution_ids":["https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077498105"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I1327237609","https://openalex.org/I41208885"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.582,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91605924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"75846","last_page":"75859"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9760000109672546,"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/segmentation","display_name":"Segmentation","score":0.7242829203605652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.565742552280426},{"id":"https://openalex.org/keywords/nucleus","display_name":"Nucleus","score":0.5522600412368774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5514571666717529},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5076922178268433},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.5001945495605469},{"id":"https://openalex.org/keywords/region-growing","display_name":"Region growing","score":0.444208025932312},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44287109375},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.44090884923934937},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.41174572706222534},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.28165000677108765},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19679880142211914},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.13632741570472717}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7242829203605652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.565742552280426},{"id":"https://openalex.org/C2780723820","wikidata":"https://www.wikidata.org/wiki/Q1934178","display_name":"Nucleus","level":2,"score":0.5522600412368774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514571666717529},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5076922178268433},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.5001945495605469},{"id":"https://openalex.org/C206824153","wikidata":"https://www.wikidata.org/wiki/Q1169834","display_name":"Region growing","level":5,"score":0.444208025932312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44287109375},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.44090884923934937},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41174572706222534},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.28165000677108765},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19679880142211914},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.13632741570472717},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2989369","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989369","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d46b7781e224458885be9a5a9d054256","is_oa":true,"landing_page_url":"https://doaj.org/article/d46b7781e224458885be9a5a9d054256","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 75846-75859 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2989369","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989369","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/1"},{"display_name":"Good health and well-being","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G7679614957","display_name":null,"funder_award_id":"61305001","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":43,"referenced_works":["https://openalex.org/W87814561","https://openalex.org/W1488127818","https://openalex.org/W1553863556","https://openalex.org/W1757171296","https://openalex.org/W1757407923","https://openalex.org/W1829380873","https://openalex.org/W1934355748","https://openalex.org/W1979393293","https://openalex.org/W1990368529","https://openalex.org/W1991113069","https://openalex.org/W2033994961","https://openalex.org/W2041399057","https://openalex.org/W2057836452","https://openalex.org/W2080828831","https://openalex.org/W2098360374","https://openalex.org/W2106798291","https://openalex.org/W2113076747","https://openalex.org/W2119774436","https://openalex.org/W2123269393","https://openalex.org/W2136988993","https://openalex.org/W2142332605","https://openalex.org/W2155813740","https://openalex.org/W2295488255","https://openalex.org/W2302752317","https://openalex.org/W2343115719","https://openalex.org/W2343237073","https://openalex.org/W2503988460","https://openalex.org/W2512138407","https://openalex.org/W2519099455","https://openalex.org/W2520426351","https://openalex.org/W2533621842","https://openalex.org/W2547049845","https://openalex.org/W2562616459","https://openalex.org/W2563706360","https://openalex.org/W2606147825","https://openalex.org/W2728813321","https://openalex.org/W2789926374","https://openalex.org/W2801801216","https://openalex.org/W2908940269","https://openalex.org/W2921650592","https://openalex.org/W6603520500","https://openalex.org/W6638005405","https://openalex.org/W6680608235"],"related_works":["https://openalex.org/W2157348843","https://openalex.org/W2062965168","https://openalex.org/W2382738934","https://openalex.org/W2904485911","https://openalex.org/W4281943322","https://openalex.org/W2394279717","https://openalex.org/W1972171786","https://openalex.org/W2364503923","https://openalex.org/W2992988357","https://openalex.org/W2551987074"],"abstract_inverted_index":{"In":[0,45],"cervical":[1,7,18,22,33,41,78,139],"cancer":[2],"screening,":[3],"accurate":[4],"segmentation":[5,24,116],"of":[6,17,40,73,112,122,128,137],"nucleus":[8,23,65,74,84,115,140],"is":[9,118],"a":[10,48],"key":[11],"part":[12],"in":[13,77,126],"the":[14,21,31,69,82,106,113,123,138],"early":[15],"diagnosis":[16],"cancer.":[19],"However,":[20],"faces":[25],"many":[26],"great":[27],"challenges":[28],"owing":[29],"to":[30,62,68],"overlapping":[32],"cells,":[34],"uneven":[35],"staining":[36],"and":[37,52],"poor":[38],"contrast":[39],"cytology":[42,79],"smear":[43],"images.":[44,80],"this":[46],"paper,":[47],"tree":[49],"domain":[50],"structure":[51],"screening":[53],"algorithm":[54,94,117],"based":[55,95],"on":[56,96,105],"depth-first":[57],"searching":[58],"strategy":[59],"are":[60,86,103],"proposed":[61,114],"obtain":[63],"candidate":[64,83],"regions":[66,85],"according":[67],"annular":[70],"clustering":[71],"characteristics":[72],"depth":[75],"information":[76],"Then,":[81],"finely":[87],"segmented":[88],"with":[89],"an":[90],"iterative":[91],"level":[92],"set":[93],"adaptive":[97],"radius":[98],"morphological":[99],"dilation.":[100],"Experimental":[101],"results":[102],"evaluated":[104],"ISBI2015":[107],"public":[108],"dataset.":[109],"The":[110],"performance":[111],"higher":[119],"than":[120],"that":[121],"state-of-the-art":[124],"methods":[125],"terms":[127],"positive":[129],"predictive":[130,133],"value,":[131,134],"negative":[132],"precision,":[135],"recall":[136],"segmentation.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
