{"id":"https://openalex.org/W1669843878","doi":"https://doi.org/10.3233/ida-2010-0476","title":"Leukemia identification from bone marrow cells images using a machine vision and data mining strategy","display_name":"Leukemia identification from bone marrow cells images using a machine vision and data mining strategy","publication_year":2011,"publication_date":"2011-05-04","ids":{"openalex":"https://openalex.org/W1669843878","doi":"https://doi.org/10.3233/ida-2010-0476","mag":"1669843878"},"language":"en","primary_location":{"id":"doi:10.3233/ida-2010-0476","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-2010-0476","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"},"type":"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/A5081730909","display_name":"Jes\u00fas A. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-5232-4109"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Jesus A. Gonzalez","raw_affiliation_strings":["Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","(Correspd. Tel.: +52 222 266 3100, ext, 8303; Fax: +52 222 266 3152; E-mail: jagonzalez@inaoep.mx) Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebl ...#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]},{"raw_affiliation_string":"(Correspd. Tel.: +52 222 266 3100, ext, 8303; Fax: +52 222 266 3152; E-mail: jagonzalez@inaoep.mx) Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebl ...#TAB#","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004338833","display_name":"Iv\u00e1n Olmos","orcid":null},"institutions":[{"id":"https://openalex.org/I721619","display_name":"Benem\u00e9rita Universidad Aut\u00f3noma de Puebla","ror":"https://ror.org/03p2z7827","country_code":"MX","type":"education","lineage":["https://openalex.org/I721619"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ivan Olmos","raw_affiliation_strings":["Department of Computer Science, Autonomous University of Puebla, Puebla, Mexico","Department of Computer Science, Autonomous University of Puebla, Puebla, Mexico#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Autonomous University of Puebla, Puebla, Mexico","institution_ids":["https://openalex.org/I721619"]},{"raw_affiliation_string":"Department of Computer Science, Autonomous University of Puebla, Puebla, Mexico#TAB#","institution_ids":["https://openalex.org/I721619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082483792","display_name":"Leopoldo Altamirano-Robles","orcid":"https://orcid.org/0000-0003-0965-6420"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Leopoldo Altamirano","raw_affiliation_strings":["Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044835666","display_name":"Blanca A. Morales","orcid":null},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Blanca A. Morales","raw_affiliation_strings":["Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085108698","display_name":"Carolina Reta","orcid":"https://orcid.org/0000-0002-0843-129X"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carolina Reta","raw_affiliation_strings":["Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000801660","display_name":"Martha C. Galindo","orcid":null},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Martha C. Galindo","raw_affiliation_strings":["Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017360821","display_name":"Jose E. Alonso","orcid":null},"institutions":[{"id":"https://openalex.org/I164915025","display_name":"Mexican Social Security Institute","ror":"https://ror.org/03xddgg98","country_code":"MX","type":"government","lineage":["https://openalex.org/I164915025"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose E. Alonso","raw_affiliation_strings":["Department of Hematology, Mexican Social Security Institute, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Mexican Social Security Institute, Puebla, Mexico","institution_ids":["https://openalex.org/I164915025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004884860","display_name":"Rub\u00e9n Lobato","orcid":null},"institutions":[{"id":"https://openalex.org/I164915025","display_name":"Mexican Social Security Institute","ror":"https://ror.org/03xddgg98","country_code":"MX","type":"government","lineage":["https://openalex.org/I164915025"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ruben Lobato","raw_affiliation_strings":["Department of Hematology, Mexican Social Security Institute, Puebla, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hematology, Mexican Social Security Institute, Puebla, Mexico","institution_ids":["https://openalex.org/I164915025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5081730909"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.7849,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.73754331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":"3","first_page":"443","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":0.979200005531311,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9750999808311462,"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/identification","display_name":"Identification (biology)","score":0.6675791144371033},{"id":"https://openalex.org/keywords/leukemia","display_name":"Leukemia","score":0.6106545925140381},{"id":"https://openalex.org/keywords/bone-marrow","display_name":"Bone marrow","score":0.6091402769088745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45424684882164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4499663710594177},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43196722865104675},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.31466370820999146},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31329336762428284},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20120635628700256},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.184486985206604}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6675791144371033},{"id":"https://openalex.org/C2778461978","wikidata":"https://www.wikidata.org/wiki/Q29496","display_name":"Leukemia","level":2,"score":0.6106545925140381},{"id":"https://openalex.org/C2780007613","wikidata":"https://www.wikidata.org/wiki/Q546523","display_name":"Bone marrow","level":2,"score":0.6091402769088745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45424684882164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4499663710594177},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43196722865104675},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.31466370820999146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31329336762428284},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20120635628700256},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.184486985206604},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ida-2010-0476","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ida-2010-0476","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1495176091","https://openalex.org/W1500148508","https://openalex.org/W1570448133","https://openalex.org/W1605337581","https://openalex.org/W1935106270","https://openalex.org/W1980276779","https://openalex.org/W2008675250","https://openalex.org/W2031161358","https://openalex.org/W2041878092","https://openalex.org/W2076426515","https://openalex.org/W2086472667","https://openalex.org/W2115710989","https://openalex.org/W2122590986","https://openalex.org/W2127218421","https://openalex.org/W2128074360","https://openalex.org/W2144767001","https://openalex.org/W2148143831"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W3030779772","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2069371521","https://openalex.org/W3107784576","https://openalex.org/W623104033","https://openalex.org/W2047859675","https://openalex.org/W2368082195"],"abstract_inverted_index":{"The":[0],"morphological":[1],"analysis":[2],"of":[3,19],"medical":[4,8],"images":[5],"to":[6,34],"support":[7],"diagnosis":[9],"is":[10,16,30],"an":[11],"important":[12],"research":[13],"area.":[14],"This":[15],"the":[17,36],"case":[18],"leukemia":[20],"identification":[21],"from":[22],"bone":[23],"marrow":[24],"smears":[25],"in":[26,32],"which":[27],"cells":[28],"morphology":[29],"studied":[31],"order":[33],"classify":[35],"disease":[37],"into":[38],"it":[39]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}