{"id":"https://openalex.org/W2012178969","doi":"https://doi.org/10.1109/iembs.2011.6090926","title":"An algorithm for cancer nest feature extraction from pathological images","display_name":"An algorithm for cancer nest feature extraction from pathological images","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2012178969","doi":"https://doi.org/10.1109/iembs.2011.6090926","mag":"2012178969","pmid":"https://pubmed.ncbi.nlm.nih.gov/22255075"},"language":"en","primary_location":{"id":"doi:10.1109/iembs.2011.6090926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","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/A5036543534","display_name":"Tomoyuki Hiroyasu","orcid":"https://orcid.org/0000-0003-0730-7905"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Hiroyasu","raw_affiliation_strings":["Department of Life and Medical Sciences, Doshisha University","Department of Life and Medical Sciences, Doshisha University,#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Life and Medical Sciences, Doshisha University","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Department of Life and Medical Sciences, Doshisha University,#TAB#","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022145747","display_name":"Hiroaki Yamaguchi","orcid":"https://orcid.org/0000-0003-3021-6120"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Yamaguchi","raw_affiliation_strings":["Graduate School of engineering, Doshisha University, Japan","Graduate School of Engineering, Doshisha Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Graduate School of Engineering, Doshisha Univ","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087923932","display_name":"Satoshi Fujita","orcid":"https://orcid.org/0000-0001-9412-7309"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"S. Fujita","raw_affiliation_strings":["Graduate School of engineering, Doshisha University, Japan","Graduate School of Engineering, Doshisha Univ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Graduate School of Engineering, Doshisha Univ","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087321704","display_name":"Mitsunori Miki","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Miki","raw_affiliation_strings":["Department of Science and Engineering, Doshisha University, Japan","[Department of Science and Engineering, Doshisha University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Department of Science and Engineering, Doshisha University]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011990551","display_name":"Masato Yoshimi","orcid":"https://orcid.org/0000-0003-1343-9795"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Yoshimi","raw_affiliation_strings":["Department of Science and Engineering, Doshisha University, Japan","[Department of Science and Engineering, Doshisha University]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Department of Science and Engineering, Doshisha University]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090824893","display_name":"Mieko Ogura","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]},{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Ogura","raw_affiliation_strings":["Innovative Service Solutions Division, NEC Corporation and Graduate School of Medice, Tohoku University, Japan","Innovative Service Solutions Division, NEC Corporation and Graduate School of Medice, Tohoku University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovative Service Solutions Division, NEC Corporation and Graduate School of Medice, Tohoku University, Japan","institution_ids":["https://openalex.org/I118347220","https://openalex.org/I201537933"]},{"raw_affiliation_string":"Innovative Service Solutions Division, NEC Corporation and Graduate School of Medice, Tohoku University","institution_ids":["https://openalex.org/I201537933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103080950","display_name":"Manabu Fukumoto","orcid":"https://orcid.org/0000-0002-0191-8652"},"institutions":[{"id":"https://openalex.org/I201537933","display_name":"Tohoku University","ror":"https://ror.org/01dq60k83","country_code":"JP","type":"education","lineage":["https://openalex.org/I201537933"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Fukumoto","raw_affiliation_strings":["Institute of Development, Aging and Cancer, Tohoku University, Japan","Insitute of Development, Aging and Cancer, Tohoku University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Development, Aging and Cancer, Tohoku University, Japan","institution_ids":["https://openalex.org/I201537933"]},{"raw_affiliation_string":"Insitute of Development, Aging and Cancer, Tohoku University","institution_ids":["https://openalex.org/I201537933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8093,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70056744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"24","issue":null,"first_page":"3423","last_page":"3426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9811000227928162,"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":0.9811000227928162,"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":0.9793000221252441,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9735000133514404,"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/false-positive-paradox","display_name":"False positive paradox","score":0.683417797088623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313579082489014},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6253920793533325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6005455255508423},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5524906516075134},{"id":"https://openalex.org/keywords/cancer-detection","display_name":"Cancer detection","score":0.4827682077884674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47305527329444885},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.459065705537796},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41881299018859863},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4166643023490906},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4103367030620575},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38279712200164795},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09219926595687866},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07084900140762329}],"concepts":[{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.683417797088623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313579082489014},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6253920793533325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6005455255508423},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5524906516075134},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.4827682077884674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47305527329444885},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.459065705537796},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41881299018859863},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4166643023490906},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4103367030620575},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38279712200164795},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09219926595687866},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07084900140762329},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001331","descriptor_name":"Automation","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/iembs.2011.6090926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iembs.2011.6090926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:22255075","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22255075","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":"Life in Land","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W50490400","https://openalex.org/W1607413389","https://openalex.org/W1991916986","https://openalex.org/W2151551382","https://openalex.org/W2334781337","https://openalex.org/W2477570416","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W2183246718","https://openalex.org/W2099261052","https://openalex.org/W3209204065","https://openalex.org/W2105707930","https://openalex.org/W1755711892","https://openalex.org/W4248821896","https://openalex.org/W2586110918","https://openalex.org/W1495813154","https://openalex.org/W2239533393"],"abstract_inverted_index":{"Here,":[0],"we":[1],"propose":[2],"an":[3],"algorithm":[4,19,88,103],"to":[5,74,78,91,119],"automatically":[6],"obtain":[7,105],"extraction":[8,24],"filters":[9,77,107,115,133],"for":[10,61],"the":[11,41,54,80,84,101,123,131,149],"affected":[12,26,81],"regions":[13,82],"from":[14,83,122],"cancer":[15,37,48,94,111,139,150],"images.":[16],"The":[17,86,97,113,126,142],"proposed":[18,87,102],"consists":[20],"of":[21,25,31,36,45,47,67,109,146,148],"two":[22],"steps:":[23],"region":[27],"candidates":[28],"and":[29,43,144],"elimination":[30],"false":[32],"positives.":[33],"Useful":[34],"features":[35,58],"images,":[38],"such":[39],"as":[40],"area":[42,143],"degree":[44,145],"circularity":[46,147],"nests,":[49],"etc.,":[50],"are":[51,59],"extracted":[52],"using":[53],"derived":[55,114,154],"filters.":[56],"These":[57],"useful":[60],"supporting":[62],"pathological":[63,95],"diagnosis.":[64],"Automatic":[65],"Construction":[66],"Tree-structural":[68],"Image":[69],"Transformation":[70],"(ACTIT)":[71],"was":[72,89],"used":[73],"construct":[75],"these":[76],"extract":[79],"image.":[85,96],"applied":[90,118],"a":[92],"mouth":[93],"results":[98,127],"confirmed":[99],"that":[100,130],"can":[104],"good":[106],"capable":[108],"extracting":[110,138],"nests.":[112],"were":[116,152],"also":[117,128,153],"other":[120],"images":[121],"same":[124],"specimen.":[125],"indicated":[129],"generated":[132],"show":[134],"general":[135],"versatility":[136],"in":[137],"nest":[140],"candidates.":[141],"nets":[151],"automatically.":[155]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}