{"id":"https://openalex.org/W4412922017","doi":"https://doi.org/10.1007/s00521-025-11465-2","title":"A stacked ensemble deep learning framework for Alzheimer\u2019s severity ranking and classification using MRI scans","display_name":"A stacked ensemble deep learning framework for Alzheimer\u2019s severity ranking and classification using MRI scans","publication_year":2025,"publication_date":"2025-07-25","ids":{"openalex":"https://openalex.org/W4412922017","doi":"https://doi.org/10.1007/s00521-025-11465-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11465-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11465-2","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/A5019925831","display_name":"Nidhi Pandey","orcid":"https://orcid.org/0000-0002-0306-1306"},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nidhi Pandey","raw_affiliation_strings":["Department: Computer Science and Engineering, SRM Institute of Science & Technology, Delhi NCR Campus, Modinagar, Ghaziabad, UP, 201204, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department: Computer Science and Engineering, SRM Institute of Science & Technology, Delhi NCR Campus, Modinagar, Ghaziabad, UP, 201204, India","institution_ids":["https://openalex.org/I145286018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064121172","display_name":"Oshin Sharma","orcid":"https://orcid.org/0009-0007-8437-4841"},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Oshin Sharma","raw_affiliation_strings":["Department: Computer Science and Engineering, SRM Institute of Science & Technology, Delhi NCR Campus, Modinagar, Ghaziabad, UP, 201204, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department: Computer Science and Engineering, SRM Institute of Science & Technology, Delhi NCR Campus, Modinagar, Ghaziabad, UP, 201204, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064121172"],"corresponding_institution_ids":["https://openalex.org/I145286018"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0284,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77980648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"37","issue":"26","first_page":"21381","last_page":"21405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9973999857902527,"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":0.9973999857902527,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9918000102043152,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9779999852180481,"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/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.8100695610046387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6623196601867676},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6228436231613159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6080936789512634},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5329844355583191},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5093901753425598},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47732052206993103},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.47099655866622925}],"concepts":[{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.8100695610046387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6623196601867676},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6228436231613159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6080936789512634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5329844355583191},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5093901753425598},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47732052206993103},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.47099655866622925}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11465-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11465-2","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2988208658","https://openalex.org/W2990581109","https://openalex.org/W2999666348","https://openalex.org/W3027483243","https://openalex.org/W3046797478","https://openalex.org/W3048912665","https://openalex.org/W3082820154","https://openalex.org/W3084200890","https://openalex.org/W3096163405","https://openalex.org/W3099421336","https://openalex.org/W3121966255","https://openalex.org/W3133353736","https://openalex.org/W3159193195","https://openalex.org/W3196695920","https://openalex.org/W3197215693","https://openalex.org/W3205206067","https://openalex.org/W3211668056","https://openalex.org/W3216717971","https://openalex.org/W3217744977","https://openalex.org/W4210261374","https://openalex.org/W4211036635","https://openalex.org/W4214494310","https://openalex.org/W4285105284","https://openalex.org/W4306742555","https://openalex.org/W4307565777","https://openalex.org/W4307951865","https://openalex.org/W4313257238","https://openalex.org/W4313458172","https://openalex.org/W4313484193","https://openalex.org/W4378385437","https://openalex.org/W4381569793","https://openalex.org/W4384161853","https://openalex.org/W4384343101","https://openalex.org/W4384697810","https://openalex.org/W4385840312","https://openalex.org/W4386804885","https://openalex.org/W4387054685","https://openalex.org/W4387889503","https://openalex.org/W4388284831"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2900445707","https://openalex.org/W3124943098","https://openalex.org/W4308112567","https://openalex.org/W3162132941","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}