{"id":"https://openalex.org/W4392878009","doi":"https://doi.org/10.31466/kfbd.1359324","title":"Makine \u00d6\u011frenme Y\u00f6ntemleri ile EEG S\u0131\u0307nyaller\u0131\u0307nden Alzheimer Hastal\u0131\u011f\u0131 Tan\u0131s\u0131","display_name":"Makine \u00d6\u011frenme Y\u00f6ntemleri ile EEG S\u0131\u0307nyaller\u0131\u0307nden Alzheimer Hastal\u0131\u011f\u0131 Tan\u0131s\u0131","publication_year":2024,"publication_date":"2024-03-15","ids":{"openalex":"https://openalex.org/W4392878009","doi":"https://doi.org/10.31466/kfbd.1359324"},"language":"tr","primary_location":{"id":"doi:10.31466/kfbd.1359324","doi":"https://doi.org/10.31466/kfbd.1359324","is_oa":true,"landing_page_url":"https://doi.org/10.31466/kfbd.1359324","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3403684","source":{"id":"https://openalex.org/S4210214690","display_name":"Karadeniz Fen Bilimleri Dergisi","issn_l":"1309-4726","issn":["1309-4726","2564-7377"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karadeniz Fen Bilimleri Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/3403684","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057215007","display_name":"Yeliz \u015eENKAYA","orcid":"https://orcid.org/0000-0001-6527-6313","observed_orcids":["https://orcid.org/0000-0001-6527-6313"]},"institutions":[{"id":"https://openalex.org/I64957398","display_name":"Ordu University","ror":"https://ror.org/04r0hn449","country_code":"TR","type":"education","lineage":["https://openalex.org/I64957398"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yeliz \u015eENKAYA","raw_affiliation_strings":["ORDU \u00dcN\u0130VERS\u0130TES\u0130, AKKU\u015e MESLEK Y\u00dcKSEKOKULU"],"raw_orcid":"https://orcid.org/0000-0001-6527-6313","affiliations":[{"raw_affiliation_string":"ORDU \u00dcN\u0130VERS\u0130TES\u0130, AKKU\u015e MESLEK Y\u00dcKSEKOKULU","institution_ids":["https://openalex.org/I64957398"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035253954","display_name":"\u00c7etin Kurnaz","orcid":"https://orcid.org/0000-0003-3436-899X","observed_orcids":["https://orcid.org/0000-0003-3436-899X"]},"institutions":[{"id":"https://openalex.org/I227306068","display_name":"Ondokuz May\u0131s University","ror":"https://ror.org/028k5qw24","country_code":"TR","type":"education","lineage":["https://openalex.org/I227306068"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00c7etin KURNAZ","raw_affiliation_strings":["ONDOKUZ MAYIS \u00dcN\u0130VERS\u0130TES\u0130, M\u00dcHEND\u0130SL\u0130K FAK\u00dcLTES\u0130"],"raw_orcid":"https://orcid.org/0000-0003-3436-899X","affiliations":[{"raw_affiliation_string":"ONDOKUZ MAYIS \u00dcN\u0130VERS\u0130TES\u0130, M\u00dcHEND\u0130SL\u0130K FAK\u00dcLTES\u0130","institution_ids":["https://openalex.org/I227306068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1877,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39763885,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"14","issue":"1","first_page":"114","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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":0.003700000001117587,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0010999999940395355,"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/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.8100000023841858},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"EEG","score":0.5649999976158142},{"id":"https://openalex.org/keywords/machine-learning-for-diagnosis","display_name":"machine learning diagnosis","score":0.7929999828338623},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"independent component analysis","score":0.8859999775886536},{"id":"https://openalex.org/keywords/power-spectral-density","display_name":"power spectral density","score":0.8429999947547913},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.7419999837875366},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8830000162124634},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8870000243186951},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.5839999914169312},{"id":"https://openalex.org/keywords/neurodegenerative-diseases","display_name":"neurodegenerative diseases","score":0.7480000257492065}],"concepts":[{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.48064935207366943},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33068227767944336}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31466/kfbd.1359324","doi":"https://doi.org/10.31466/kfbd.1359324","is_oa":true,"landing_page_url":"https://doi.org/10.31466/kfbd.1359324","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3403684","source":{"id":"https://openalex.org/S4210214690","display_name":"Karadeniz Fen Bilimleri Dergisi","issn_l":"1309-4726","issn":["1309-4726","2564-7377"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karadeniz Fen Bilimleri Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1359324","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/kfbd/issue/83626/1359324","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The Black Sea Journal of Sciences","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.31466/kfbd.1359324","doi":"https://doi.org/10.31466/kfbd.1359324","is_oa":true,"landing_page_url":"https://doi.org/10.31466/kfbd.1359324","pdf_url":"https://dergipark.org.tr/tr/download/article-file/3403684","source":{"id":"https://openalex.org/S4210214690","display_name":"Karadeniz Fen Bilimleri Dergisi","issn_l":"1309-4726","issn":["1309-4726","2564-7377"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karadeniz Fen Bilimleri Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9537000060081482,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392878009.pdf","grobid_xml":"https://content.openalex.org/works/W4392878009.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1968698114","https://openalex.org/W1992405111","https://openalex.org/W2034564153","https://openalex.org/W2102661631","https://openalex.org/W2137827918","https://openalex.org/W2488041515","https://openalex.org/W2551054676","https://openalex.org/W2555217102","https://openalex.org/W2797978815","https://openalex.org/W2805246634","https://openalex.org/W2806097262","https://openalex.org/W2926087227","https://openalex.org/W3024050435","https://openalex.org/W3033865029","https://openalex.org/W3115292829","https://openalex.org/W3116551730","https://openalex.org/W4283515186","https://openalex.org/W4285056750","https://openalex.org/W4291910446","https://openalex.org/W4353100299","https://openalex.org/W4366139295","https://openalex.org/W4384080511"],"related_works":["https://openalex.org/W4283515186","https://openalex.org/W4327948479","https://openalex.org/W2118206604","https://openalex.org/W4307195016","https://openalex.org/W4281972751","https://openalex.org/W4413460108","https://openalex.org/W4408780684","https://openalex.org/W4404135137","https://openalex.org/W7220187582","https://openalex.org/W4390066957"],"abstract_inverted_index":{"Alzheimer":[0,57],"bili\u015fsel":[1],"ve":[2,39,71,91,131,136,151,181,193,201,210],"n\u00f6rolojik":[3,41],"i\u015flevlerin":[4],"ilerleyici":[5],"kayb\u0131":[6],"olan,":[7],"insan":[8],"ya\u015fam\u0131n\u0131":[9],"olumsuz":[10],"y\u00f6nde":[11],"etkileyen,":[12],"geri":[13],"d\u00f6n\u00fc\u015f\u00fcm\u00fc":[14],"m\u00fcmk\u00fcn":[15,23],"olmayan":[16],"bir":[17,103],"t\u00fcr":[18],"n\u00f6rodejeneratif":[19],"hastal\u0131kt\u0131r.":[20],"Hastal\u0131\u011f\u0131n":[21],"tedavisi":[22],"olmad\u0131\u011f\u0131ndan,":[24],"erken":[25],"tan\u0131":[26],"ile":[27,64,79,120,143,147,191,230],"ilerleyi\u015fi":[28],"yava\u015flatmak":[29],"b\u00fcy\u00fck":[30],"\u00f6nem":[31],"ta\u015f\u0131maktad\u0131r.":[32],"Tan\u0131":[33],"a\u015famas\u0131n\u0131n":[34],"uzun":[35],"s\u00fcrmesi":[36],"tedavinin":[37],"gecikmesine":[38],"bili\u015fsel,":[40],"kay\u0131plar\u0131n":[42,49],"artmas\u0131na":[43],"sebep":[44],"olmaktad\u0131r.":[45],"Bu":[46],"\u00e7al\u0131\u015fman\u0131n":[47],"amac\u0131,":[48],"en":[50,217],"aza":[51],"indirgenmesi":[52],"i\u00e7in":[53],"Elektroensefalogram":[54],"(EEG)":[55],"sinyallerinden":[56],"hastal\u0131\u011f\u0131n\u0131n":[58],"(AH)":[59],"tan\u0131s\u0131n\u0131":[60],"makine":[61],"\u00f6\u011frenme":[62,174],"y\u00f6ntemleri":[63,186],"ger\u00e7ekle\u015ftirmektir.":[65],"Yap\u0131lan":[66],"\u00e7al\u0131\u015fmada":[67],"AH\u2019l\u0131":[68],"24":[69,73],"ki\u015fi":[70],"sa\u011fl\u0131kl\u0131":[72],"ki\u015finin":[74],"EEG":[75,92],"sinyalleri":[76],"%50":[77],"\u00f6rt\u00fc\u015fme":[78],"4":[80],"saniyelik":[81],"epoklara":[82],"ayr\u0131lm\u0131\u015ft\u0131r.":[83,172],"Sinyallerin":[84],"Ba\u011f\u0131ms\u0131z":[85],"Bile\u015fen":[86,197],"Analizi":[87,198],"(ICA)":[88],"de\u011ferleri":[89],"hesaplanm\u0131\u015f":[90],"kanallar\u0131ndan":[93],"ICA":[94],"de\u011ferlerine":[95,212],"g\u00f6re":[96,154,213],"otomatik":[97],"g\u00fcr\u00fclt\u00fc":[98],"temizle":[99],"i\u015flemi":[100],"yap\u0131lm\u0131\u015ft\u0131r.":[101],"Her":[102],"sinyalin":[104],"zaman":[105],"alan\u0131ndan":[106],"spektral":[107,132],"alana":[108],"ge\u00e7i\u015fi":[109],"Welch":[110,117],"metodu":[111],"kullan\u0131larak":[112],"ger\u00e7ekle\u015ftirilmi\u015ftir.":[113,203],"1-30":[114],"Hz":[115],"aral\u0131\u011f\u0131nda":[116],"Spektral":[118,122],"analizi":[119],"G\u00fc\u00e7":[121],"Yo\u011funlu\u011fu":[123],"(PSD)":[124],"elde":[125,231],"edilen":[126,164],"sinyallerden":[127],"20":[128,221],"adet":[129],"istatistiksel":[130],"\u00f6zellik":[133,156],"\u00e7\u0131kar\u0131m\u0131":[134],"yap\u0131lm\u0131\u015f":[135],"\u00f6znitelik":[137,160,165,224],"vekt\u00f6r\u00fc":[138,161],"olu\u015fturulmu\u015ftur.":[139,162],"Spearman":[140],"korelasyon":[141,148],"katsay\u0131s\u0131":[142],"her":[144],"\u00f6zelli\u011fin":[145],"etiket":[146],"ili\u015fkisine":[149],"bak\u0131lm\u0131\u015f":[150],"e\u015fik":[152],"de\u011ferine":[153],"9":[155],"se\u00e7imi":[157],"yap\u0131larak":[158],"yeni":[159],"Elde":[163],"vekt\u00f6rlerinin":[166],"%70\u2019i":[167],"e\u011fitim,":[168],"%30\u2019u":[169],"test":[170,194],"olarak":[171],"Makine":[173],"(ML)":[175],"y\u00f6ntemlerinden":[176],"Destek":[177],"Vekt\u00f6r":[178],"Makineleri":[179],"(SVM)":[180],"k-En":[182],"Yak\u0131n":[183],"Kom\u015fu":[184],"(kNN)":[185],"10":[187],"kat":[188],"\u00e7apraz":[189],"do\u011frulama":[190],"e\u011fitim":[192],"i\u015flemleri":[195],"Temel":[196],"(PCA)":[199],"uygulanmadan":[200],"uygulanarak":[202],"\u00c7\u0131kan":[204],"sonu\u00e7lar":[205],"do\u011fruluk,":[206],"duyarl\u0131l\u0131k,":[207],"\u00f6zg\u00fcll\u00fck,":[208],"hassasiyet":[209],"F-Skor":[211],"kar\u015f\u0131la\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r.":[214],"AH":[215],"tan\u0131s\u0131nda":[216],"iyi":[218],"do\u011fruluk":[219],"oran\u0131":[220],"\u00f6zellikten":[222],"olu\u015fan":[223],"vekt\u00f6r\u00fcne":[225],"PCA":[226],"uygulanmas\u0131yla":[227],"%96.59":[228],"SVM":[229],"edilmi\u015ftir.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2024-03-17T00:00:00"}
