{"id":"https://openalex.org/W4408134689","doi":"https://doi.org/10.1007/978-3-031-83435-6_18","title":"MRI-Based Brain Tumor Classification: A Texture Analysis and\u00a0Machine Learning Approach","display_name":"MRI-Based Brain Tumor Classification: A Texture Analysis and\u00a0Machine Learning Approach","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408134689","doi":"https://doi.org/10.1007/978-3-031-83435-6_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-83435-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83435-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5116495118","display_name":"J. Manuel Mercado-Blanco","orcid":"https://orcid.org/0009-0005-0677-6525"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"J. Manuel Mercado-Blanco","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0009-0005-0677-6525","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046021108","display_name":"Manuel A. Soto-Murillo","orcid":"https://orcid.org/0000-0002-6234-068X"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Manuel A. Soto-Murillo","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-6234-068X","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010002157","display_name":"Jorge I. Galv\u00e1n-Tejada","orcid":"https://orcid.org/0000-0002-7555-5655"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jorge I. Galv\u00e1n-Tejada","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7555-5655","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076571022","display_name":"Gamaliel Moreno","orcid":"https://orcid.org/0000-0002-2498-138X"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gamaliel Moreno","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2498-138X","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038477494","display_name":"Carlos E. Galv\u00e1n-Tejada","orcid":"https://orcid.org/0000-0002-7635-4687"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos E. Galv\u00e1n-Tejada","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7635-4687","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038351484","display_name":"Eduardo de \u00c1vila-Armenta","orcid":"https://orcid.org/0000-0003-3461-7722"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Eduardo de Avila-Armenta","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3461-7722","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116495119","display_name":"Jesus F. Pacheco-Marquez","orcid":null},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jesus F. Pacheco-Marquez","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico"],"raw_orcid":"https://orcid.org/0009-0009-3537-1139","affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Jard\u00edn Ju\u00e1rez 147, Centro, 98000, Zacatecas, Mexico","institution_ids":["https://openalex.org/I47400469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5116495118"],"corresponding_institution_ids":["https://openalex.org/I47400469"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08743169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9979000091552734,"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":0.9976999759674072,"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/texture","display_name":"Texture (cosmology)","score":0.6207866668701172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5713315010070801},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5461564660072327},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.47375139594078064},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3929554522037506},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3053547739982605},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24320736527442932},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06356889009475708}],"concepts":[{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.6207866668701172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5713315010070801},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5461564660072327},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.47375139594078064},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3929554522037506},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3053547739982605},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24320736527442932},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06356889009475708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-83435-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-83435-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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":21,"referenced_works":["https://openalex.org/W33189562","https://openalex.org/W1977376983","https://openalex.org/W2006500012","https://openalex.org/W2044465660","https://openalex.org/W2052684427","https://openalex.org/W2087294820","https://openalex.org/W2095757522","https://openalex.org/W2102796633","https://openalex.org/W2112162870","https://openalex.org/W2120954940","https://openalex.org/W2136396015","https://openalex.org/W2154921173","https://openalex.org/W2161969291","https://openalex.org/W2465391040","https://openalex.org/W2916879452","https://openalex.org/W3024745283","https://openalex.org/W3036409758","https://openalex.org/W3126575353","https://openalex.org/W3173415345","https://openalex.org/W4256060553","https://openalex.org/W6908586867"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}