{"id":"https://openalex.org/W2144152057","doi":"https://doi.org/10.2478/v10006-008-0015-x","title":"Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images","display_name":"Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2144152057","doi":"https://doi.org/10.2478/v10006-008-0015-x","mag":"2144152057"},"language":"en","primary_location":{"id":"doi:10.2478/v10006-008-0015-x","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-008-0015-x","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-008-0015-x","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sciendo.com/pdf/10.2478/v10006-008-0015-x","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051213403","display_name":"Maciej Hrebie\u0144","orcid":null},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Hrebie\u0144","raw_affiliation_strings":["Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#","institution_ids":["https://openalex.org/I46305939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068891568","display_name":"Piotr Ste\u0107","orcid":"https://orcid.org/0000-0001-6729-8081"},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Ste\u0107","raw_affiliation_strings":["Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#","institution_ids":["https://openalex.org/I46305939"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039003684","display_name":"Tomasz Nieczkowski","orcid":null},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Nieczkowski","raw_affiliation_strings":["Institute of Control and Computation Engineering University of Zielona Gra, ul. Podgrna 50, 65-246 Zielona Gra, Poland","Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control and Computation Engineering University of Zielona Gra, ul. Podgrna 50, 65-246 Zielona Gra, Poland","institution_ids":["https://openalex.org/I46305939"]},{"raw_affiliation_string":"Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#","institution_ids":["https://openalex.org/I46305939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024267078","display_name":"Andrzej Obuchowicz","orcid":"https://orcid.org/0000-0002-0561-0380"},"institutions":[{"id":"https://openalex.org/I46305939","display_name":"University of Zielona G\u00f3ra","ror":"https://ror.org/04fzm7v55","country_code":"PL","type":"education","lineage":["https://openalex.org/I46305939"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Andrzej Obuchowicz","raw_affiliation_strings":["Institute of Control and Computation Engineering University of Zielona Gra, ul. Podgrna 50, 65-246 Zielona Gra, Poland","Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Control and Computation Engineering University of Zielona Gra, ul. Podgrna 50, 65-246 Zielona Gra, Poland","institution_ids":["https://openalex.org/I46305939"]},{"raw_affiliation_string":"Institute of Control and Computation Engineering, Universityof Zielona G\u00f3ra, ul. Podg\u00f3rna 50, 65-246 Zielona G\u00f3ra, Poland#TAB#","institution_ids":["https://openalex.org/I46305939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I46305939"],"apc_list":{"value":4080,"currency":"PLN","value_usd":1100},"apc_paid":{"value":4080,"currency":"PLN","value_usd":1100},"fwci":9.9235,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.97904968,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"2","first_page":"159","last_page":"170"},"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/T12549","display_name":"Image and Object Detection 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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973999857902527,"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/contouring","display_name":"Contouring","score":0.8368300199508667},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7744316458702087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6818819046020508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.651979386806488},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6413394212722778},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough transform","score":0.625617265701294},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5423250198364258},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5344120264053345},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45533719658851624},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41356945037841797},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3445175290107727},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.05749073624610901}],"concepts":[{"id":"https://openalex.org/C2779104521","wikidata":"https://www.wikidata.org/wiki/Q23058469","display_name":"Contouring","level":2,"score":0.8368300199508667},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7744316458702087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6818819046020508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.651979386806488},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6413394212722778},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.625617265701294},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5423250198364258},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5344120264053345},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45533719658851624},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41356945037841797},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3445175290107727},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.05749073624610901},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/v10006-008-0015-x","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-008-0015-x","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-008-0015-x","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:zbc.uz.zgora.pl:78706","is_oa":false,"landing_page_url":"https://zbc.uz.zgora.pl/dlibra/docmetadata?showContent=true&id=78706","pdf_url":null,"source":{"id":"https://openalex.org/S4306400400","display_name":"Digital library of Zielona Gora (University of Zielona G\u00f3ra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I46305939","host_organization_name":"University of Zielona G\u00f3ra","host_organization_lineage":["https://openalex.org/I46305939"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.amcs.uz.zgora.pl/?action=papers&issue=32","raw_type":"artyku\u0142"}],"best_oa_location":{"id":"doi:10.2478/v10006-008-0015-x","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10006-008-0015-x","pdf_url":"https://sciendo.com/pdf/10.2478/v10006-008-0015-x","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2144152057.pdf","grobid_xml":"https://content.openalex.org/works/W2144152057.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W22745672","https://openalex.org/W44717426","https://openalex.org/W90555751","https://openalex.org/W181306761","https://openalex.org/W193613274","https://openalex.org/W853842810","https://openalex.org/W1158624301","https://openalex.org/W1492885102","https://openalex.org/W1497273490","https://openalex.org/W1525243411","https://openalex.org/W1534905909","https://openalex.org/W1555769813","https://openalex.org/W1598152285","https://openalex.org/W1979432452","https://openalex.org/W2054113582","https://openalex.org/W2062846327","https://openalex.org/W2086209421","https://openalex.org/W2093239157","https://openalex.org/W2095905764","https://openalex.org/W2104095591","https://openalex.org/W2124260943","https://openalex.org/W2133059825","https://openalex.org/W2142183404","https://openalex.org/W2163255932","https://openalex.org/W2164947855","https://openalex.org/W2502191589","https://openalex.org/W3023411394","https://openalex.org/W4255333169","https://openalex.org/W4256068510","https://openalex.org/W4301173492","https://openalex.org/W4308665337","https://openalex.org/W6675770446"],"related_works":["https://openalex.org/W2596524021","https://openalex.org/W2091533880","https://openalex.org/W2374020915","https://openalex.org/W2021219811","https://openalex.org/W2340004334","https://openalex.org/W2945899487","https://openalex.org/W2517104666","https://openalex.org/W2254998421","https://openalex.org/W2125820860","https://openalex.org/W2005437358"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,38,66,75],"Breast":[2],"Cancer":[3],"Fine":[4],"Needle":[5],"Biopsy":[6],"Cytological":[7],"Images":[8],"This":[9],"paper":[10],"describes":[11],"three":[12],"cytological":[13],"image":[14,39],"segmentation":[15],"methods.":[16],"The":[17,73],"analysis":[18],"includes":[19],"the":[20,64,67,70,83],"watershed":[21],"algorithm,":[22],"active":[23],"contouring":[24],"and":[25,45,78,85],"a":[26,36,60],"cellular":[27],"automata":[28],"GrowCut":[29],"method.":[30],"One":[31],"can":[32],"also":[33],"find":[34],"here":[35],"description":[37],"pre-processing,":[40],"Hough":[41],"transform":[42],"based":[43],"pre-segmentation":[44],"an":[46],"automatic":[47],"nuclei":[48],"localization":[49],"mechanism":[50],"used":[51],"in":[52,69],"our":[53],"approach.":[54],"Preliminary":[55],"experimental":[56],"results":[57],"collected":[58],"on":[59],"benchmark":[61],"database":[62],"present":[63],"quality":[65],"methods":[68],"analyzed":[71],"issue.":[72],"discussion":[74],"common":[76],"errors":[77],"possible":[79],"future":[80],"problems":[81],"summarizes":[82],"work":[84],"points":[86],"out":[87],"regions":[88],"that":[89],"need":[90],"further":[91],"research.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
