{"id":"https://openalex.org/W4381894076","doi":"https://doi.org/10.1109/iccad57653.2023.10152440","title":"CNN-SVM for prediction Alzheimer disease in early step","display_name":"CNN-SVM for prediction Alzheimer disease in early step","publication_year":2023,"publication_date":"2023-05-10","ids":{"openalex":"https://openalex.org/W4381894076","doi":"https://doi.org/10.1109/iccad57653.2023.10152440"},"language":"en","primary_location":{"id":"doi:10.1109/iccad57653.2023.10152440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57653.2023.10152440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5054681404","display_name":"Amira Ben Rabeh","orcid":null},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amira Ben Rabeh","raw_affiliation_strings":["SEU Saudi Electronic University,Saudi Arabia","SEU Saudi Electronic University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SEU Saudi Electronic University,Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]},{"raw_affiliation_string":"SEU Saudi Electronic University, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031663235","display_name":"Faouzi Benzarti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Faouzi Benzarti","raw_affiliation_strings":["National Engineering School of Tunis (ENIT),Manar,Tunisia","National Engineering School of Tunis (ENIT), Manar, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Tunis (ENIT),Manar,Tunisia","institution_ids":["https://openalex.org/I4210131288"]},{"raw_affiliation_string":"National Engineering School of Tunis (ENIT), Manar, Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103710187","display_name":"Hamid Amiri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hamid Amiri","raw_affiliation_strings":["National Engineering School of Tunis (ENIT),Manar,Tunisia","National Engineering School of Tunis (ENIT), Manar, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering School of Tunis (ENIT),Manar,Tunisia","institution_ids":["https://openalex.org/I4210131288"]},{"raw_affiliation_string":"National Engineering School of Tunis (ENIT), Manar, Tunisia","institution_ids":["https://openalex.org/I4210131288"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9987999796867371,"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"}},"topics":[{"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9987000226974487,"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":0.9767000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7325339317321777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.61513751745224},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6089586019515991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5914154052734375},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49646931886672974},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4939447045326233},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4928443431854248},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.49202343821525574},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.49126285314559937},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.48938268423080444},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.48464590311050415},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.47414466738700867},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.45434874296188354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4334460198879242},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3705351948738098},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.26483154296875},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25464725494384766},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20698454976081848},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15730375051498413},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09600642323493958}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7325339317321777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.61513751745224},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6089586019515991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5914154052734375},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49646931886672974},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4939447045326233},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4928443431854248},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.49202343821525574},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.49126285314559937},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.48938268423080444},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.48464590311050415},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.47414466738700867},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.45434874296188354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4334460198879242},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3705351948738098},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.26483154296875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25464725494384766},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20698454976081848},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15730375051498413},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09600642323493958},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad57653.2023.10152440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad57653.2023.10152440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W13034104","https://openalex.org/W152195102","https://openalex.org/W1480376833","https://openalex.org/W1510073064","https://openalex.org/W1604938182","https://openalex.org/W1709548961","https://openalex.org/W1904365287","https://openalex.org/W2068730032","https://openalex.org/W2079079048","https://openalex.org/W2086316204","https://openalex.org/W2116948717","https://openalex.org/W2117539524","https://openalex.org/W2125653371","https://openalex.org/W2148603752","https://openalex.org/W2163605009","https://openalex.org/W2168231600","https://openalex.org/W2194775991","https://openalex.org/W2557728737","https://openalex.org/W2618530766","https://openalex.org/W2749983284","https://openalex.org/W2765638828","https://openalex.org/W2769568841","https://openalex.org/W2776338838","https://openalex.org/W2778293650","https://openalex.org/W2779580162","https://openalex.org/W2780732598","https://openalex.org/W2787666045","https://openalex.org/W2808600489","https://openalex.org/W2815156057","https://openalex.org/W2883625632","https://openalex.org/W2888418802","https://openalex.org/W2910742973","https://openalex.org/W2915954323","https://openalex.org/W2943983481","https://openalex.org/W2947634966","https://openalex.org/W2952466078","https://openalex.org/W2952992882","https://openalex.org/W2959747811","https://openalex.org/W2963542991","https://openalex.org/W2979248397","https://openalex.org/W2980849570","https://openalex.org/W2993219936","https://openalex.org/W4239510810","https://openalex.org/W4293377385","https://openalex.org/W6604254268","https://openalex.org/W6629368666","https://openalex.org/W6637616945","https://openalex.org/W6640036494","https://openalex.org/W6677484513","https://openalex.org/W6684859321","https://openalex.org/W6759095487"],"related_works":["https://openalex.org/W4234886518","https://openalex.org/W2389591058","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3176438653","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":{"Alzheimer's":[0,88,120],"Disease":[1],"(AD)":[2],"is":[3,37,51],"a":[4,58,80],"progressive":[5],"neurodegenerative":[6],"disorder":[7],"that":[8],"first":[9],"affects":[10,16],"memory":[11],"functions":[12,19],"and":[13,23,46,68,100,112,152],"then":[14],"progressively":[15],"all":[17],"cognitive":[18],"with":[20,135,147],"behavioral":[21],"deficiencies":[22],"possibly":[24],"causing":[25],"death.":[26],"As":[27],"the":[28,69,72,84,94,126,136],"number":[29],"of":[30,71,87,138],"patients":[31],"has":[32],"increased,":[33],"its":[34],"early":[35,85,124],"diagnosis":[36],"an":[38,123],"objective":[39],"to":[40,108,118,143],"be":[41,91],"achieved.":[42],"Nowadays,":[43],"deep":[44],"learning,":[45,50],"more":[47],"particularly":[48],"transfer":[49,110],"now":[52],"achieving":[53],"spectacular":[54],"performance,":[55],"unhoped":[56],"for":[57,83],"few":[59],"years":[60],"ago,":[61],"in":[62],"areas":[63],"such":[64],"as":[65],"computer":[66],"vision":[67],"processing":[70],"medical":[73],"image.":[74],"In":[75],"this":[76],"context,":[77],"we":[78],"propose":[79],"new":[81],"study":[82],"prediction":[86],"disease":[89,121],"can":[90],"performed":[92],"using":[93],"Magnetic":[95],"Resonance":[96],"Imaging":[97],"(MRI)":[98],"image":[99],"Convolutional":[101],"Neural":[102],"Network":[103],"(CNN).":[104],"Our":[105,155],"contribution":[106],"was":[107],"merge,":[109],"learning":[111],"Support":[113],"Vector":[114],"Machine":[115],"(SVM)":[116],"technologies":[117],"predict":[119],"at":[122],"stage;":[125],"Mild":[127],"Cognitive":[128],"Impairment":[129],"(MCI).":[130],"We":[131],"test":[132],"our":[133],"method":[134],"collection":[137],"OASIS":[139],"database":[140],"brain":[141],"specialized":[142],"analyze":[144],"Alzheimer":[145],"MRI":[146],"420":[148],"subjects;":[149],"210":[150,153],"normal":[151],"MCI.":[154],"system":[156],"gave":[157],"us":[158],"94.44%":[159],"accuracy.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}