{"id":"https://openalex.org/W3126995917","doi":"https://doi.org/10.1145/3440054.3440056","title":"Alzheimer's Disease Classification Using Structural MRI Based on Convolutional Neural Networks","display_name":"Alzheimer's Disease Classification Using Structural MRI Based on Convolutional Neural Networks","publication_year":2020,"publication_date":"2020-12-03","ids":{"openalex":"https://openalex.org/W3126995917","doi":"https://doi.org/10.1145/3440054.3440056","mag":"3126995917"},"language":"en","primary_location":{"id":"doi:10.1145/3440054.3440056","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3440054.3440056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big-data Service and Intelligent Computation","raw_type":"proceedings-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/A5040564036","display_name":"Shuomei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuomei Chen","raw_affiliation_strings":["Dalian University, China"],"affiliations":[{"raw_affiliation_string":"Dalian University, China","institution_ids":["https://openalex.org/I4210092944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413537","display_name":"Jianxin Zhang","orcid":"https://orcid.org/0000-0001-6076-5433"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Zhang","raw_affiliation_strings":["Dalian Minzu University and Dalian University, China"],"affiliations":[{"raw_affiliation_string":"Dalian Minzu University and Dalian University, China","institution_ids":["https://openalex.org/I61565387","https://openalex.org/I4210092944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101419132","display_name":"Xiaopeng Wei","orcid":"https://orcid.org/0000-0001-9796-855X"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Wei","raw_affiliation_strings":["Dalian University, China"],"affiliations":[{"raw_affiliation_string":"Dalian University, China","institution_ids":["https://openalex.org/I4210092944"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100381999","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0003-3776-9799"},"institutions":[{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["Dalian University, China"],"affiliations":[{"raw_affiliation_string":"Dalian University, China","institution_ids":["https://openalex.org/I4210092944"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040564036"],"corresponding_institution_ids":["https://openalex.org/I4210092944"],"apc_list":null,"apc_paid":null,"fwci":1.0084,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76997682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9965000152587891,"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":0.9965000152587891,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.766994833946228},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7110559940338135},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6977953910827637},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6977621912956238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6954113245010376},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6341792345046997},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45216500759124756},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4161766767501831},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4139465093612671}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.766994833946228},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7110559940338135},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6977953910827637},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6977621912956238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954113245010376},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6341792345046997},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45216500759124756},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4161766767501831},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4139465093612671}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3440054.3440056","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3440054.3440056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Big-data Service and Intelligent Computation","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":10,"referenced_works":["https://openalex.org/W1971760095","https://openalex.org/W2097117768","https://openalex.org/W2111913931","https://openalex.org/W2194775991","https://openalex.org/W2483198639","https://openalex.org/W2580596898","https://openalex.org/W2950062006","https://openalex.org/W4206816857","https://openalex.org/W4300154369","https://openalex.org/W4365806395"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W3167935049","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W3029198973","https://openalex.org/W2482165163"],"abstract_inverted_index":{"Research":[0],"on":[1,7,24,86,107,129,149,191],"Alzheimer's":[2],"Disease":[3],"auxiliary":[4],"diagnosis":[5],"based":[6,23,85],"deep":[8],"learning":[9],"has":[10],"been":[11],"receiving":[12],"more":[13,15],"and":[14,39,105,118,132,143,151,172],"attention.":[16],"However,":[17],"in":[18,69,154,182],"existing":[19],"AD":[20,70,166],"classification":[21,71,117,127,167],"research":[22],"T1-weighted":[25],"structural":[26],"Magnetic":[27],"Resonance":[28],"Imaging,":[29],"the":[30,56,74,81,90,125,138,162,173,176],"influence":[31],"of":[32,41,165,175],"different":[33,87],"MRI":[34,104],"scanning":[35,88],"modes":[36],"(i.e.,":[37],"1.5T":[38,131,150],"3T)":[40],"ADNI":[42,92],"database":[43],"is":[44,77,135,180,187],"not":[45],"well":[46],"considered.":[47],"In":[48,157],"addition,":[49,158],"there":[50,186],"are":[51,94,114,145],"few":[52],"attempts":[53],"to":[54,79,98,168],"use":[55],"Voxel-Based":[57],"Morphometry-Diffeomorphic":[58],"Anatomical":[59],"Registration":[60],"Through":[61],"Exponential":[62],"Lie":[63],"algebra":[64],"method":[65,76],"for":[66,116],"data":[67,100],"preprocessing":[68,159],"experiments.":[72],"Therefore,":[73],"VBM-DARTEL":[75],"used":[78],"preprocess":[80],"sMRI":[82],"data.":[83],"Then,":[84],"methods,":[89],"preprocessed":[91,183],"subsets":[93],"further":[95],"divided":[96],"according":[97],"three":[99],"partitioning":[101],"methods":[102],"(subject,":[103],"visit-history),":[106],"which":[108],"five":[109,177],"representative":[110],"convolutional":[111],"neural":[112],"networks":[113],"adopted":[115],"evaluation.":[119],"The":[120],"experimental":[121],"results":[122],"demonstrate":[123],"that":[124],"overall":[126],"performance":[128,174],"both":[130],"3T":[133,152],"datasets":[134,153],"visit-history>MRI>subject.":[136],"Meanwhile,":[137],"best":[139],"accuracy":[140,163,189],"rates":[141],"95.87%":[142],"97.15%":[144],"achieved":[146],"by":[147],"GoogLeNet":[148],"visit-history":[155],"level.":[156],"operation":[160],"improves":[161],"rate":[164],"a":[169],"certain":[170],"extent":[171],"CNN":[178],"models":[179],"equivalent":[181],"datasets,":[184],"while":[185],"obviously":[188],"difference":[190],"none-preprocessed":[192],"datasets.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}