{"id":"https://openalex.org/W2434171882","doi":"https://doi.org/10.1109/siu.2016.7495941","title":"Classification of some dementia types due to feature selection with artificial neural networks","display_name":"Classification of some dementia types due to feature selection with artificial neural networks","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2434171882","doi":"https://doi.org/10.1109/siu.2016.7495941","mag":"2434171882"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2016.7495941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2016.7495941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Signal Processing and Communication Application Conference (SIU)","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/A5057073192","display_name":"Sava\u015f Okyay","orcid":"https://orcid.org/0000-0003-3955-6324"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sava\u015f Okyay","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090931422","display_name":"Nihat Adar","orcid":"https://orcid.org/0000-0002-0555-0701"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nihat Adar","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022999248","display_name":"Kemal \u00d6zkan","orcid":"https://orcid.org/0000-0003-2252-2128"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kemal \u00d6zkan","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060201113","display_name":"Suzan \u015eayl\u0131soy","orcid":"https://orcid.org/0000-0002-1560-964X"},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suzan \u015eayl\u0131soy","raw_affiliation_strings":["Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029874825","display_name":"Belgin Demet \u00d6zbabal\u0131k Adap\u0131nar","orcid":null},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Belgin Demet \u00d6zbabal\u0131k Adap\u0131nar","raw_affiliation_strings":["N\u00f6roloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"N\u00f6roloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]},{"raw_affiliation_string":"Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084849450","display_name":"Baki Adap\u0131nar","orcid":null},"institutions":[{"id":"https://openalex.org/I51209816","display_name":"Eski\u015fehir Osmangazi University","ror":"https://ror.org/01dzjez04","country_code":"TR","type":"education","lineage":["https://openalex.org/I51209816"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Baki Adap\u0131nar","raw_affiliation_strings":["N\u00f6roloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"N\u00f6roloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]},{"raw_affiliation_string":"Radyoloji B\u00f6l\u00fcm\u00fc, Eski\u015fehir Osmangazi \u00dcniversitesi, T\u00fcrkiye","institution_ids":["https://openalex.org/I51209816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51209816"],"apc_list":null,"apc_paid":null,"fwci":0.6906,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72651357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1121","last_page":"1124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980000257492065,"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":0.9980000257492065,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9926999807357788,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.7828912734985352},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7507482171058655},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6411948204040527},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6236475110054016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5959925651550293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5910623073577881},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5418617725372314},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5387248992919922},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4935184717178345},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4580385684967041},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.36688366532325745},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24694275856018066},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22268575429916382},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.13115206360816956}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7828912734985352},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7507482171058655},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6411948204040527},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6236475110054016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5959925651550293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5910623073577881},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5418617725372314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5387248992919922},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4935184717178345},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4580385684967041},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.36688366532325745},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24694275856018066},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22268575429916382},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13115206360816956},{"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:10.1109/siu.2016.7495941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2016.7495941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Signal Processing and Communication Application Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W120945004","https://openalex.org/W1481703358","https://openalex.org/W1990689754","https://openalex.org/W2017178110","https://openalex.org/W2020282632","https://openalex.org/W2048254304","https://openalex.org/W2074267385","https://openalex.org/W2151721316","https://openalex.org/W2155963684","https://openalex.org/W2526231247"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W1972242255","https://openalex.org/W2966412519","https://openalex.org/W2890927416","https://openalex.org/W1993101344","https://openalex.org/W2775021631","https://openalex.org/W2028416698","https://openalex.org/W2128765271","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Brains":[0],"of":[1,16,24,35,61,72],"patients":[2,80],"with":[3,77,115],"dementia":[4,94,99],"show":[5],"physical":[6],"differences":[7],"according":[8],"to":[9,50,97,120],"disease":[10],"types":[11],"and":[12,22,95,108],"phases.":[13],"Physical":[14],"characteristics":[15],"brains":[17,63],"such":[18],"as":[19],"cortical":[20,104],"thickness":[21,107],"volumes":[23],"some":[25],"parts":[26],"have":[27],"a":[28],"significant":[29],"effect":[30],"on":[31],"determining":[32],"the":[33,36,51],"type":[34],"disease.":[37],"Magnetic":[38],"resonance":[39],"imaging":[40,53],"devices":[41],"create":[42],"visual":[43],"files":[44],"which":[45],"contain":[46],"patient":[47],"information":[48],"appropriate":[49],"medical":[52],"standards.":[54],"Using":[55],"image":[56],"processing":[57],"techniques,":[58],"numerical":[59],"expressions":[60],"patients'":[62],"can":[64,81],"be":[65,82],"extracted":[66],"via":[67],"these":[68,74],"files.":[69],"By":[70],"means":[71],"using":[73],"numeric":[75],"values":[76],"classification":[78],"methods,":[79],"classified.":[83],"In":[84],"this":[85],"study,":[86],"samples":[87,111],"having":[88],"three":[89],"diseases:":[90],"Alzheimer's":[91],"disease,":[92],"vascular":[93],"fron":[96],"temporal":[98],"are":[100,112],"used.":[101],"After":[102],"extracting":[103],"surface":[105],"area,":[106],"volume":[109],"features,":[110],"classified":[113],"successfully":[114],"artificial":[116],"neural":[117],"networks":[118],"due":[119],"feature":[121],"selection.":[122]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}