{"id":"https://openalex.org/W4392876753","doi":"https://doi.org/10.1080/09540091.2024.2321351","title":"Early diagnosis of Alzheimer\u2019s disease using dual GAN model with pyramid attention networks","display_name":"Early diagnosis of Alzheimer\u2019s disease using dual GAN model with pyramid attention networks","publication_year":2024,"publication_date":"2024-03-16","ids":{"openalex":"https://openalex.org/W4392876753","doi":"https://doi.org/10.1080/09540091.2024.2321351"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2024.2321351","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2321351","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2321351?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2321351?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101441006","display_name":"Yinjun Zhang","orcid":"https://orcid.org/0000-0001-8079-2412"},"institutions":[{"id":"https://openalex.org/I41317344","display_name":"Jiangxi Science and Technology Normal University","ror":"https://ror.org/04r1zkp10","country_code":"CN","type":"education","lineage":["https://openalex.org/I41317344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinjun Zhang","raw_affiliation_strings":["Guangxi Science and Technology Normal University, Laibin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Science and Technology Normal University, Laibin, China","institution_ids":["https://openalex.org/I41317344"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lingzhi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I41317344","display_name":"Jiangxi Science and Technology Normal University","ror":"https://ror.org/04r1zkp10","country_code":"CN","type":"education","lineage":["https://openalex.org/I41317344"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingzhi Wang","raw_affiliation_strings":["Guangxi Science and Technology Normal University, Laibin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Science and Technology Normal University, Laibin, China","institution_ids":["https://openalex.org/I41317344"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I41317344"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":1.1985,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78094268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"36","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.995199978351593,"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":0.995199978351593,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9799000024795532,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.917900025844574,"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/computer-science","display_name":"Computer science","score":0.5883069038391113},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5616304278373718},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.525413990020752},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.49297189712524414},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.41151219606399536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38653141260147095},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.37738245725631714},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17924851179122925},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1722489297389984},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07130157947540283},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06802082061767578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5883069038391113},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5616304278373718},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.525413990020752},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.49297189712524414},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.41151219606399536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38653141260147095},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.37738245725631714},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17924851179122925},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1722489297389984},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07130157947540283},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06802082061767578},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2024.2321351","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2321351","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2321351?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6d6752ba3e804ce4a1fe95cfd4605dad","is_oa":true,"landing_page_url":"https://doaj.org/article/6d6752ba3e804ce4a1fe95cfd4605dad","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 36, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2024.2321351","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2024.2321351","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/09540091.2024.2321351?download=true","source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392876753.pdf","grobid_xml":"https://content.openalex.org/works/W4392876753.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W596427627","https://openalex.org/W2135028448","https://openalex.org/W2209545160","https://openalex.org/W2413582275","https://openalex.org/W2762081760","https://openalex.org/W2769782531","https://openalex.org/W2890546190","https://openalex.org/W2900207554","https://openalex.org/W2900256713","https://openalex.org/W2968809615","https://openalex.org/W2995864059","https://openalex.org/W3026072590","https://openalex.org/W3034151505","https://openalex.org/W3047901047","https://openalex.org/W3103825571","https://openalex.org/W3104971239","https://openalex.org/W3129015452","https://openalex.org/W3133777750","https://openalex.org/W3136333197","https://openalex.org/W3153912748","https://openalex.org/W3157467650","https://openalex.org/W3159924317","https://openalex.org/W3164872205","https://openalex.org/W3165128802","https://openalex.org/W3168213370","https://openalex.org/W3179475203","https://openalex.org/W3203289544","https://openalex.org/W3205519586","https://openalex.org/W3211922924","https://openalex.org/W4200073539","https://openalex.org/W4206655213","https://openalex.org/W4210296429","https://openalex.org/W4213039815","https://openalex.org/W4280610444","https://openalex.org/W4283214210","https://openalex.org/W4297095047","https://openalex.org/W4310596280","https://openalex.org/W4381620621","https://openalex.org/W4383872909","https://openalex.org/W4385227083"],"related_works":["https://openalex.org/W4249847449","https://openalex.org/W44395729","https://openalex.org/W2765338038","https://openalex.org/W1496225612","https://openalex.org/W1523500768","https://openalex.org/W1566843515","https://openalex.org/W4292850564","https://openalex.org/W2181660907","https://openalex.org/W4386191828","https://openalex.org/W4311481619"],"abstract_inverted_index":{"Alzheimer's":[0],"disease":[1],"(AD)":[2],"is":[3,36,54,91],"a":[4,15],"neurological":[5],"condition":[6],"that":[7],"impairs":[8],"the":[9,20,47,52,63,69,72,76,83,87,89,94,101,103],"patient's":[10],"cognitive":[11],"function.The":[12],"article":[13],"presents":[14],"deep":[16],"learning":[17],"architecture":[18],"using":[19,93],"implicit":[21],"image":[22],"from":[23,62,68],"MRI":[24,27],"to":[25,58,81,99],"categories":[26],"scans":[28],"and":[29,42,49,85],"detect":[30,59],"AD":[31,41],"on":[32],"time.The":[33],"annotated":[34],"data":[35,90],"divided":[37,92],"into":[38],"patients":[39],"with":[40],"control":[43],"groups.After":[44],"GAN":[45],"creates":[46],"synthetic":[48],"real":[50],"images,":[51],"dataset":[53],"passed":[55],"through":[56],"CNN":[57],"spatial":[60],"features":[61],"scans.We":[64],"used":[65],"30":[66],"slices":[67],"region":[70],"of":[71],"top":[73],"brain":[74],"above":[75],"eyes":[77],"for":[78],"learning.In":[79],"order":[80],"train":[82],"CNNs":[84],"evaluate":[86],"results,":[88],"10-fold":[95],"cross-validation":[96],"evaluating":[97],"technique":[98],"validate":[100],"model,":[102],"accuracy":[104],"estimates":[105],"are":[106],"99.67%,98.76%,":[107],"respectively.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-12T07:33:03.550515","created_date":"2025-10-10T00:00:00"}