{"id":"https://openalex.org/W3035162004","doi":"https://doi.org/10.1007/s11042-020-09087-y","title":"A deep feature-based real-time system for Alzheimer disease stage detection","display_name":"A deep feature-based real-time system for Alzheimer disease stage detection","publication_year":2020,"publication_date":"2020-06-08","ids":{"openalex":"https://openalex.org/W3035162004","doi":"https://doi.org/10.1007/s11042-020-09087-y","mag":"3035162004"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-020-09087-y","doi":"https://doi.org/10.1007/s11042-020-09087-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09087-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5014943269","display_name":"Hina Nawaz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hina Nawaz","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020654281","display_name":"Muazzam Maqsood","orcid":"https://orcid.org/0000-0002-2709-0849","observed_orcids":["https://orcid.org/0000-0002-2709-0849"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muazzam Maqsood","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058199474","display_name":"Sitara Afzal","orcid":"https://orcid.org/0000-0003-3370-8331","observed_orcids":["https://orcid.org/0000-0003-3370-8331"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sitara Afzal","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058076434","display_name":"Farhan Aadil","orcid":"https://orcid.org/0000-0001-8737-2154","observed_orcids":["https://orcid.org/0000-0001-8737-2154"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhan Aadil","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039355175","display_name":"Irfan Mehmood","orcid":"https://orcid.org/0000-0001-7864-957X","observed_orcids":["https://orcid.org/0000-0001-7864-957X"]},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Irfan Mehmood","raw_affiliation_strings":["Department of Media Design and Technology, Faculty of Engineering & Informatics, University of Bradford, Bradford, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Media Design and Technology, Faculty of Engineering & Informatics, University of Bradford, Bradford, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073263477","display_name":"Seungmin Rho","orcid":"https://orcid.org/0000-0003-1936-6785","observed_orcids":["https://orcid.org/0000-0003-1936-6785","https://orcid.org/0000-0002-3318-9394"]},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungmin Rho","raw_affiliation_strings":["Department of Software, Sejong University, Seoul, 05006, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software, Sejong University, Seoul, 05006, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020654281"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":11.9945,"has_fulltext":false,"cited_by_count":170,"citation_normalized_percentile":{"value":0.9933634,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"80","issue":"28-29","first_page":"35789","last_page":"35807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9208999872207642,"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":0.9208999872207642,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.03359999880194664,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0038999998942017555,"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/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9409999847412109},{"id":"https://openalex.org/keywords/disease-staging","display_name":"disease staging","score":0.8569999933242798},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.9160000085830688},{"id":"https://openalex.org/keywords/deep-feature-extraction","display_name":"deep feature extraction","score":0.7680000066757202},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9599999785423279},{"id":"https://openalex.org/keywords/alexnet","display_name":"AlexNet","score":0.8730000257492065},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8500000238418579},{"id":"https://openalex.org/keywords/real-time-diagnosis","display_name":"real-time diagnosis","score":0.8569999933242798},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.5709999799728394},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.7630000114440918},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9300000071525574},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":1.0}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8951317071914673},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8740586638450623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.843877375125885},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7895487546920776},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6825536489486694},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6478060483932495},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6305345296859741},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5651496648788452},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5299376249313354},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5137999653816223},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.477426141500473},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28719562292099},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-020-09087-y","doi":"https://doi.org/10.1007/s11042-020-09087-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-020-09087-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W1948205069","https://openalex.org/W1979062697","https://openalex.org/W1980872192","https://openalex.org/W1983482668","https://openalex.org/W2044465660","https://openalex.org/W2057941898","https://openalex.org/W2098017711","https://openalex.org/W2108598243","https://openalex.org/W2138567374","https://openalex.org/W2140899075","https://openalex.org/W2162253495","https://openalex.org/W2171225117","https://openalex.org/W2171831801","https://openalex.org/W2209545160","https://openalex.org/W2218823830","https://openalex.org/W2345205852","https://openalex.org/W2407365872","https://openalex.org/W2477455900","https://openalex.org/W2514763871","https://openalex.org/W2534299759","https://openalex.org/W2535391591","https://openalex.org/W2563823404","https://openalex.org/W2593468621","https://openalex.org/W2609761721","https://openalex.org/W2739203077","https://openalex.org/W2766959165","https://openalex.org/W2789337348","https://openalex.org/W2794022343","https://openalex.org/W2797997321","https://openalex.org/W2800400980","https://openalex.org/W2952992882","https://openalex.org/W2965102627","https://openalex.org/W2968912020","https://openalex.org/W2981055130","https://openalex.org/W2981355144","https://openalex.org/W2991909137","https://openalex.org/W4238688872"],"related_works":["https://openalex.org/W7130826869","https://openalex.org/W4407304090","https://openalex.org/W7160386682","https://openalex.org/W4283457146","https://openalex.org/W4316658044","https://openalex.org/W4385755534","https://openalex.org/W4281698320","https://openalex.org/W4389880333","https://openalex.org/W7160395536","https://openalex.org/W4404838596"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":38},{"year":2024,"cited_by_count":44},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":12}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-06-19T00:00:00"}
