{"id":"https://openalex.org/W4388910571","doi":"https://doi.org/10.1007/s00521-023-09163-y","title":"Dementia classification from magnetic resonance images by machine learning","display_name":"Dementia classification from magnetic resonance images by machine learning","publication_year":2023,"publication_date":"2023-11-22","ids":{"openalex":"https://openalex.org/W4388910571","doi":"https://doi.org/10.1007/s00521-023-09163-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-09163-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-09163-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5093317752","display_name":"Georgina Waldo-Ben\u00edtez","orcid":null},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Georgina Waldo-Ben\u00edtez","raw_affiliation_strings":["Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018502199","display_name":"Luis Carlos Padierna","orcid":"https://orcid.org/0000-0002-7474-9159"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Luis Carlos Padierna","raw_affiliation_strings":["Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7474-9159","affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I129858807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075169524","display_name":"Pablo Cer\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I154691954","display_name":"University of Quintana Roo","ror":"https://ror.org/029w3ge75","country_code":"MX","type":"education","lineage":["https://openalex.org/I154691954"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pablo Ceron","raw_affiliation_strings":["Divisi\u00f3n de Ciencias, Ingenier\u00eda y Tecnolog\u00eda, Universidad de Quintana Roo, 77019, Chetumal, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias, Ingenier\u00eda y Tecnolog\u00eda, Universidad de Quintana Roo, 77019, Chetumal, Mexico","institution_ids":["https://openalex.org/I154691954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014093429","display_name":"M. Sosa","orcid":"https://orcid.org/0000-0001-9785-4704"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Modesto A. Sosa","raw_affiliation_strings":["Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n de Ciencias de Ingenier\u00edas, Universidad de Guanajuato, 103 Lomas del Campestre Street, 37150, Le\u00f3n, Mexico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5018502199"],"corresponding_institution_ids":["https://openalex.org/I129858807"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.1711,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.93023451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"36","issue":"6","first_page":"2653","last_page":"2664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9987999796867371,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7195347547531128},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6707843542098999},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6639028787612915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6357190608978271},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6147000789642334},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5614099502563477},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5537692308425903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47436079382896423},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.4547038972377777},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44244521856307983},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.41895782947540283},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4170602560043335},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4129483103752136},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.2033204436302185},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18496021628379822},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17073729634284973},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13798299431800842},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12500736117362976},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12263593077659607},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.12197521328926086}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7195347547531128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6707843542098999},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6639028787612915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6357190608978271},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6147000789642334},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5614099502563477},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5537692308425903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47436079382896423},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.4547038972377777},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44244521856307983},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.41895782947540283},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4170602560043335},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4129483103752136},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2033204436302185},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18496021628379822},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17073729634284973},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13798299431800842},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12500736117362976},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12263593077659607},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12197521328926086},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-09163-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-09163-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1510073064","https://openalex.org/W1968114652","https://openalex.org/W2038003677","https://openalex.org/W2124260444","https://openalex.org/W2194775991","https://openalex.org/W2249237221","https://openalex.org/W2803625915","https://openalex.org/W2805328357","https://openalex.org/W2809978686","https://openalex.org/W2919358988","https://openalex.org/W2944452033","https://openalex.org/W2955374087","https://openalex.org/W2962860144","https://openalex.org/W3006082823","https://openalex.org/W3020996329","https://openalex.org/W3042774130","https://openalex.org/W3083163969","https://openalex.org/W3107993740","https://openalex.org/W3109937594","https://openalex.org/W3155957730","https://openalex.org/W3159649695","https://openalex.org/W3173208723","https://openalex.org/W3197215693","https://openalex.org/W3199459191","https://openalex.org/W4200576184","https://openalex.org/W4236362309","https://openalex.org/W4239510810","https://openalex.org/W4286852794","https://openalex.org/W4313458172","https://openalex.org/W4382677476"],"related_works":["https://openalex.org/W1534274833","https://openalex.org/W3117246195","https://openalex.org/W2081850291","https://openalex.org/W156620619","https://openalex.org/W2914363205","https://openalex.org/W1598221548","https://openalex.org/W1963695443","https://openalex.org/W2997844990","https://openalex.org/W2616249226","https://openalex.org/W3121940562"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}