{"id":"https://openalex.org/W1503688077","doi":"https://doi.org/10.1007/11752912_64","title":"Discrimination of Benign from Malignant Breast Lesions Using Statistical Classifiers","display_name":"Discrimination of Benign from Malignant Breast Lesions Using Statistical Classifiers","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1503688077","doi":"https://doi.org/10.1007/11752912_64","mag":"1503688077"},"language":"en","primary_location":{"id":"doi:10.1007/11752912_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11752912_64","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5014467125","display_name":"Konstantinos Koutroumbas","orcid":"https://orcid.org/0000-0002-8480-1539"},"institutions":[{"id":"https://openalex.org/I4210118731","display_name":"National Observatory of Athens","ror":"https://ror.org/03dtebk39","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210118731"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Konstantinos Koutroumbas","raw_affiliation_strings":["Institute for Space Applications and Remote Sensing, National Observatory of Athens, Greece","Institute for Space Applications and Remote Sensing, National Observatory of Athens, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute for Space Applications and Remote Sensing, National Observatory of Athens, Greece","institution_ids":["https://openalex.org/I4210118731"]},{"raw_affiliation_string":"Institute for Space Applications and Remote Sensing, National Observatory of Athens, Greece#TAB#","institution_ids":["https://openalex.org/I4210118731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006724063","display_name":"Abraham Pouliakis","orcid":"https://orcid.org/0000-0002-0074-3619"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abraham Pouliakis","raw_affiliation_strings":["Department of Histology and Embryology, Medical School of Athens, Athens University, Greece","Department of Histology and Embryology, Medical School of Athens, Athens University, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Histology and Embryology, Medical School of Athens, Athens University, Greece","institution_ids":[]},{"raw_affiliation_string":"Department of Histology and Embryology, Medical School of Athens, Athens University, Greece#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044235537","display_name":"Tatiana Mona Megalopoulou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tatiana Mona Megalopoulou","raw_affiliation_strings":["Department of Histology and Embryology, Medical School of Athens, Athens University, Greece","Department of Histology and Embryology, Medical School of Athens, Athens University, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Histology and Embryology, Medical School of Athens, Athens University, Greece","institution_ids":[]},{"raw_affiliation_string":"Department of Histology and Embryology, Medical School of Athens, Athens University, Greece#TAB#","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026131354","display_name":"J. Georgoulakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140282","display_name":"University General Hospital Attikon","ror":"https://ror.org/03gb7n667","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210140282"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"John Georgoulakis","raw_affiliation_strings":["Department of Cytopathology, Attikon University Hospital, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Cytopathology, Attikon University Hospital, Athens, Greece","institution_ids":["https://openalex.org/I4210140282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009281750","display_name":"Anna-Eva Giachnaki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125815","display_name":"Hellenic Cancer Society","ror":"https://ror.org/039p74p43","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210125815"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anna-Eva Giachnaki","raw_affiliation_strings":["Hellenic Cancer Society, Greece","Hellenic Cancer Society#TAB#"],"affiliations":[{"raw_affiliation_string":"Hellenic Cancer Society, Greece","institution_ids":["https://openalex.org/I4210125815"]},{"raw_affiliation_string":"Hellenic Cancer Society#TAB#","institution_ids":["https://openalex.org/I4210125815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041155369","display_name":"Petros Karakitsos","orcid":"https://orcid.org/0000-0002-2957-6850"},"institutions":[{"id":"https://openalex.org/I4210140282","display_name":"University General Hospital Attikon","ror":"https://ror.org/03gb7n667","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210140282"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Karakitsos","raw_affiliation_strings":["Department of Cytopathology, Attikon University Hospital, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Cytopathology, Attikon University Hospital, Athens, Greece","institution_ids":["https://openalex.org/I4210140282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014467125"],"corresponding_institution_ids":["https://openalex.org/I4210118731"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.07052857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"543","last_page":"546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9545999765396118,"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":0.9545999765396118,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150306105613708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6727175116539001},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6724342107772827},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.63152015209198},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5304844975471497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5106120705604553},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.4660177528858185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150306105613708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6727175116539001},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6724342107772827},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.63152015209198},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5304844975471497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5106120705604553},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.4660177528858185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11752912_64","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11752912_64","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1499170180","https://openalex.org/W2402491536","https://openalex.org/W2462159263","https://openalex.org/W2607189868","https://openalex.org/W3015634246"],"related_works":["https://openalex.org/W1964832275","https://openalex.org/W2354652271","https://openalex.org/W2389865566","https://openalex.org/W2407804800","https://openalex.org/W2073883415","https://openalex.org/W2089304832","https://openalex.org/W1976812808","https://openalex.org/W2388864896","https://openalex.org/W2888937984","https://openalex.org/W2031651184"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}