{"id":"https://openalex.org/W1984372368","doi":"https://doi.org/10.1007/s00138-012-0459-8","title":"Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles","display_name":"Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles","publication_year":2012,"publication_date":"2012-10-11","ids":{"openalex":"https://openalex.org/W1984372368","doi":"https://doi.org/10.1007/s00138-012-0459-8","mag":"1984372368"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-012-0459-8","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"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/A5103086350","display_name":"Yungang Zhang","orcid":"https://orcid.org/0000-0002-8279-3109"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"funder","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yungang Zhang","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, L69 3BX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, L69 3BX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086628680","display_name":"Bailing Zhang","orcid":"https://orcid.org/0000-0002-5472-2100"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"funder","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bailing Zhang","raw_affiliation_strings":["Department of Computer Science, Xi'an JiaoTong-Liverpool University, Suzhou, 215123, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Xi'an JiaoTong-Liverpool University, Suzhou, 215123, People's Republic of China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073606016","display_name":"Frans Coenen","orcid":"https://orcid.org/0000-0003-1026-6649"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"funder","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Frans Coenen","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, Liverpool, L69 3BX, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, Liverpool, L69 3BX, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110074987","display_name":"Wenjin Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"funder","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjin Lu","raw_affiliation_strings":["Department of Computer Science, Xi'an JiaoTong-Liverpool University, Suzhou, 215123, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Xi'an JiaoTong-Liverpool University, Suzhou, 215123, People's Republic of China","institution_ids":["https://openalex.org/I69356397"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":2.891,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":84,"citation_normalized_percentile":{"value":0.954067,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"24","issue":"7","first_page":"1405","last_page":"1420"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9996,"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":0.9996,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9989,"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":0.9865,"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/curvelet","display_name":"Curvelet","score":0.6312321},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local Binary Patterns","score":0.52242655},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4366746},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.43323153},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble Learning","score":0.4329714}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7316926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7019328},{"id":"https://openalex.org/C131720326","wikidata":"https://www.wikidata.org/wiki/Q5196075","display_name":"Curvelet","level":4,"score":0.6312321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5958913},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5684708},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.52242655},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.51573426},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5023446},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.49800014},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4554155},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4366746},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.43323153},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4329714},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.31833965},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.30803412},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.21999696},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18902236}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-012-0459-8","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Springer Nature","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.55,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":51,"referenced_works":["https://openalex.org/W1499782308","https://openalex.org/W1554663460","https://openalex.org/W1824259148","https://openalex.org/W1888786797","https://openalex.org/W1972552638","https://openalex.org/W1985637723","https://openalex.org/W1996202672","https://openalex.org/W2001392867","https://openalex.org/W2035676621","https://openalex.org/W2044465660","https://openalex.org/W2070534370","https://openalex.org/W2072864944","https://openalex.org/W2088950386","https://openalex.org/W2092466684","https://openalex.org/W2100294832","https://openalex.org/W2103243046","https://openalex.org/W2107710396","https://openalex.org/W2109390841","https://openalex.org/W2112076978","https://openalex.org/W2113048934","https://openalex.org/W2113242816","https://openalex.org/W2115528090","https://openalex.org/W2116012423","https://openalex.org/W2117438495","https://openalex.org/W2118377301","https://openalex.org/W2124868070","https://openalex.org/W2127227873","https://openalex.org/W2132680427","https://openalex.org/W2135512264","https://openalex.org/W2143593953","https://openalex.org/W2147141800","https://openalex.org/W2147497470","https://openalex.org/W2152052718","https://openalex.org/W2156398782","https://openalex.org/W2156909104","https://openalex.org/W2158576618","https://openalex.org/W2163352848","https://openalex.org/W2168137864","https://openalex.org/W2309693750","https://openalex.org/W2339843299","https://openalex.org/W2479742860","https://openalex.org/W2487087946","https://openalex.org/W25785297","https://openalex.org/W2610309700","https://openalex.org/W2799061466","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W4244494905","https://openalex.org/W4285719527","https://openalex.org/W4388297464","https://openalex.org/W85665118"],"related_works":["https://openalex.org/W4388700830","https://openalex.org/W4361733484","https://openalex.org/W4256395896","https://openalex.org/W4205397888","https://openalex.org/W2770076983","https://openalex.org/W2057416691","https://openalex.org/W2052615004","https://openalex.org/W2046975922","https://openalex.org/W1981866886","https://openalex.org/W1760344465"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1984372368","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2}],"updated_date":"2025-02-23T14:34:50.645336","created_date":"2016-06-24"}