{"id":"https://openalex.org/W1521260769","doi":"https://doi.org/10.1007/978-3-540-69939-2_25","title":"Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy","display_name":"Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy","publication_year":2008,"publication_date":"2008-08-12","ids":{"openalex":"https://openalex.org/W1521260769","doi":"https://doi.org/10.1007/978-3-540-69939-2_25","mag":"1521260769"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-69939-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-69939-2_25","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/A5032262231","display_name":"Ant\u00f4nio P. Braga","orcid":"https://orcid.org/0000-0002-9007-0920"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Ant\u00f4nio P. Braga","raw_affiliation_strings":["Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031305949","display_name":"Euler Guimar\u00e3es Horta","orcid":"https://orcid.org/0000-0003-1488-0435"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Euler G. Horta","raw_affiliation_strings":["Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040060658","display_name":"Ren\u00e9 Natowicz","orcid":null},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ren\u00e9 Natowicz","raw_affiliation_strings":["Universit\u00e9 Paris-Est, ESIEE-Paris, France","[Universite Paris-Est, ESIEE Paris, France]"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Est, ESIEE-Paris, France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210154111"]},{"raw_affiliation_string":"[Universite Paris-Est, ESIEE Paris, France]","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210154111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071567585","display_name":"Roman Rouzier","orcid":"https://orcid.org/0000-0002-8167-6808"},"institutions":[{"id":"https://openalex.org/I4210166768","display_name":"H\u00f4pital Tenon","ror":"https://ror.org/05h5v3c50","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210166768"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Roman Rouzier","raw_affiliation_strings":["H\u00f4pital Tenon, Service de gyn\u00e9cologie, France","H\u00f4pital Tenon, Service de gyn\u00e9cologie, France#TAB#"],"affiliations":[{"raw_affiliation_string":"H\u00f4pital Tenon, Service de gyn\u00e9cologie, France","institution_ids":["https://openalex.org/I4210166768","https://openalex.org/I39804081"]},{"raw_affiliation_string":"H\u00f4pital Tenon, Service de gyn\u00e9cologie, France#TAB#","institution_ids":["https://openalex.org/I4210166768","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002971763","display_name":"Roberto Incitti","orcid":"https://orcid.org/0000-0001-6554-8489"},"institutions":[{"id":"https://openalex.org/I4210159433","display_name":"Institut Mondor de Recherche Biom\u00e9dicale","ror":"https://ror.org/04qe59j94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I17606148","https://openalex.org/I197681013","https://openalex.org/I197681013","https://openalex.org/I4210159433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Roberto Incitti","raw_affiliation_strings":["Institut Mondor de M\u00e9decine Mol\u00e9culaire, Plate-forme g\u00e9nomique, France","Institut Mondor de M\u00e9decine Mol\u00e9culaire, Plate-forme g\u00e9nomique, France#TAB#"],"affiliations":[{"raw_affiliation_string":"Institut Mondor de M\u00e9decine Mol\u00e9culaire, Plate-forme g\u00e9nomique, France","institution_ids":["https://openalex.org/I4210159433"]},{"raw_affiliation_string":"Institut Mondor de M\u00e9decine Mol\u00e9culaire, Plate-forme g\u00e9nomique, France#TAB#","institution_ids":["https://openalex.org/I4210159433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102165205","display_name":"Thiago S. Rodrigues","orcid":null},"institutions":[{"id":"https://openalex.org/I1315085146","display_name":"Universidade Federal de Lavras","ror":"https://ror.org/0122bmm03","country_code":"BR","type":"education","lineage":["https://openalex.org/I1315085146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago S. Rodrigues","raw_affiliation_strings":["Depto. Ci\u00eancia da Computa\u00e7\u00e3o, Universidade Federal de Lavras, Brazil","Depto. Ci\u00eancia da Computa\u00e7\u00e3o, Universidade Federal de Lavras, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"Depto. Ci\u00eancia da Computa\u00e7\u00e3o, Universidade Federal de Lavras, Brazil","institution_ids":["https://openalex.org/I1315085146"]},{"raw_affiliation_string":"Depto. Ci\u00eancia da Computa\u00e7\u00e3o, Universidade Federal de Lavras, Brazil#TAB#","institution_ids":["https://openalex.org/I1315085146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000666730","display_name":"Marcelo Azevedo Costa","orcid":"https://orcid.org/0000-0002-2330-5056"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo A. Costa","raw_affiliation_strings":["Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062152165","display_name":"Carmen D. M. Pataro","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carmen D. M. Pataro","raw_affiliation_strings":["Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Depto. Engenharia Eletr\u00f4nica, Universidade Federal de Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047719086","display_name":"Arben \u00c7ela","orcid":"https://orcid.org/0000-0001-5708-1743"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I4210154111","display_name":"Universit\u00e9 Gustave Eiffel","ror":"https://ror.org/03x42jk29","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210154111"]},{"id":"https://openalex.org/I35298706","display_name":"ESIEA University","ror":"https://ror.org/00g6cx256","country_code":"FR","type":"education","lineage":["https://openalex.org/I35298706"]},{"id":"https://openalex.org/I12187552","display_name":"UniLaSalle Amiens (ESIEE-Amiens)","ror":"https://ror.org/03r13py57","country_code":"FR","type":"education","lineage":["https://openalex.org/I12187552"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arben \u00c7ela","raw_affiliation_strings":["Universit\u00e9 Paris-Est, ESIEE-Paris, France","[Universite Paris-Est, ESIEE Paris, France]"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Est, ESIEE-Paris, France","institution_ids":["https://openalex.org/I12187552","https://openalex.org/I35298706","https://openalex.org/I4210154111"]},{"raw_affiliation_string":"[Universite Paris-Est, ESIEE Paris, France]","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210154111"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5032262231"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0159,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87289264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"263","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9757999777793884,"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":0.646481990814209},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6045500636100769},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5871453285217285},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.5573291182518005},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5480886697769165},{"id":"https://openalex.org/keywords/dna-microarray","display_name":"DNA microarray","score":0.5361637473106384},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.487169474363327},{"id":"https://openalex.org/keywords/regimen","display_name":"Regimen","score":0.44863927364349365},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.44362208247184753},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4009174704551697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3764173984527588},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.37355709075927734},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.35685062408447266},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20451223850250244},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.12403598427772522},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10573732852935791},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10112446546554565},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.08017274737358093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.646481990814209},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6045500636100769},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5871453285217285},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.5573291182518005},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5480886697769165},{"id":"https://openalex.org/C95371953","wikidata":"https://www.wikidata.org/wiki/Q591745","display_name":"DNA microarray","level":4,"score":0.5361637473106384},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.487169474363327},{"id":"https://openalex.org/C2781413609","wikidata":"https://www.wikidata.org/wiki/Q7308373","display_name":"Regimen","level":2,"score":0.44863927364349365},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.44362208247184753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4009174704551697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3764173984527588},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.37355709075927734},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.35685062408447266},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20451223850250244},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.12403598427772522},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10573732852935791},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10112446546554565},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.08017274737358093},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-69939-2_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-69939-2_25","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":[{"score":0.8500000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W280148219","https://openalex.org/W1506806321","https://openalex.org/W1663973292","https://openalex.org/W1982552443","https://openalex.org/W2044861997","https://openalex.org/W2119821739","https://openalex.org/W2154899482","https://openalex.org/W2594639291"],"related_works":["https://openalex.org/W2978999882","https://openalex.org/W3141031773","https://openalex.org/W1595686156","https://openalex.org/W2181392282","https://openalex.org/W2119369480","https://openalex.org/W148937441","https://openalex.org/W2153369162","https://openalex.org/W2384274503","https://openalex.org/W2410163895","https://openalex.org/W2376645157"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}