{"id":"https://openalex.org/W4388037858","doi":"https://doi.org/10.1109/asyu58738.2023.10296678","title":"Machine and Deep Learning Based Detection of Attention Deficit Hyperactivity Disorder","display_name":"Machine and Deep Learning Based Detection of Attention Deficit Hyperactivity Disorder","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4388037858","doi":"https://doi.org/10.1109/asyu58738.2023.10296678"},"language":"en","primary_location":{"id":"doi:10.1109/asyu58738.2023.10296678","doi":"https://doi.org/10.1109/asyu58738.2023.10296678","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/asyu58738.2023.10296678","pdf_url":null,"source":{"id":"https://openalex.org/S4363608363","display_name":"Innovations in Intelligent Systems and Applications Conference (ASYU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Innovations in Intelligent Systems and Applications Conference (ASYU)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12662/2858","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021700660","display_name":"G\u00fclay \u00c7i\u00e7ek","orcid":"https://orcid.org/0000-0002-6607-1181","observed_orcids":["https://orcid.org/0000-0002-6607-1181"]},"institutions":[{"id":"https://openalex.org/I8666313","display_name":"Beykent University","ror":"https://ror.org/03dcvf827","country_code":"TR","type":"education","lineage":["https://openalex.org/I8666313"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gulay Cicek","raw_affiliation_strings":["Beykent University, Sariyer,Faculty of Engineering Architecture,Department of Biomedical Engineering,Istanbul,TURKEY","Department of Biomedical Engineering, Faculty of Engineering Architecture, Beykent University, Sariyer, Istanbul, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beykent University, Sariyer,Faculty of Engineering Architecture,Department of Biomedical Engineering,Istanbul,TURKEY","institution_ids":["https://openalex.org/I8666313"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Faculty of Engineering Architecture, Beykent University, Sariyer, Istanbul, TURKEY","institution_ids":["https://openalex.org/I8666313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012672901","display_name":"Ayd\u0131n Akan","orcid":"https://orcid.org/0000-0001-8894-5794","observed_orcids":["https://orcid.org/0000-0001-8894-5794","https://orcid.org/0000-0002-5638-5144"]},"institutions":[{"id":"https://openalex.org/I15059493","display_name":"\u0130zmir University of Economics","ror":"https://ror.org/04hjr4202","country_code":"TR","type":"education","lineage":["https://openalex.org/I15059493"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Aydin Akan","raw_affiliation_strings":["Izmir University of Economics, Balcova,Faculty of Engineering,Department of Electrical and Electronics Engineering,Izmir,TURKEY","Department of Electrical and Electronics Engineering, Faculty of Engineering, Izmir University of Economics, Balcova, Izmir, TURKEY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Izmir University of Economics, Balcova,Faculty of Engineering,Department of Electrical and Electronics Engineering,Izmir,TURKEY","institution_ids":["https://openalex.org/I15059493"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, Izmir University of Economics, Balcova, Izmir, TURKEY","institution_ids":["https://openalex.org/I15059493"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4814,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64957746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"36","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.5404999852180481,"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"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.5404999852180481,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.093299999833107,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.06750000268220901,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"attention deficit hyperactivity disorder","score":0.9599999785423279},{"id":"https://openalex.org/keywords/adhd-detection","display_name":"ADHD detection","score":0.906000018119812},{"id":"https://openalex.org/keywords/structural-mri","display_name":"structural MRI","score":0.8399999737739563},{"id":"https://openalex.org/keywords/gray-matter","display_name":"gray matter","score":0.8510000109672546},{"id":"https://openalex.org/keywords/white-matter","display_name":"white matter","score":0.9990000128746033},{"id":"https://openalex.org/keywords/texture-features","display_name":"texture features","score":0.859000027179718},{"id":"https://openalex.org/keywords/local-binary-pattern","display_name":"local binary pattern","score":0.8629999756813049},{"id":"https://openalex.org/keywords/haralick-texture-features","display_name":"GLCM texture features","score":0.8989999890327454},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.7580000162124634},{"id":"https://openalex.org/keywords/brain-image-classification","display_name":"brain image classification","score":0.3619999885559082}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7513867020606995},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.6486932635307312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5771618485450745},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5718427300453186},{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.5533336997032166},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.544857919216156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4842683672904968},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48424026370048523},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4274742007255554},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4165080785751343},{"id":"https://openalex.org/C166275286","wikidata":"https://www.wikidata.org/wiki/Q190095","display_name":"Gray (unit)","level":2,"score":0.41127318143844604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16950294375419617},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.15365421772003174},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15007102489471436},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.09340232610702515},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09128689765930176},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asyu58738.2023.10296678","doi":"https://doi.org/10.1109/asyu58738.2023.10296678","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/asyu58738.2023.10296678","pdf_url":null,"source":{"id":"https://openalex.org/S4363608363","display_name":"Innovations in Intelligent Systems and Applications Conference (ASYU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Innovations in Intelligent Systems and Applications Conference (ASYU)","raw_type":"proceedings-article"},{"id":"pmh:oai:earsiv.beykent.edu.tr:20.500.12662/2858","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12662/2858","pdf_url":null,"source":{"id":"https://openalex.org/S7407055172","display_name":"Beykent University Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"}],"best_oa_location":{"id":"pmh:oai:earsiv.beykent.edu.tr:20.500.12662/2858","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12662/2858","pdf_url":null,"source":{"id":"https://openalex.org/S7407055172","display_name":"Beykent University Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Object"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W30070282","https://openalex.org/W1845709490","https://openalex.org/W1968454895","https://openalex.org/W2016238748","https://openalex.org/W2035568761","https://openalex.org/W2036557662","https://openalex.org/W2096171208","https://openalex.org/W2107496735","https://openalex.org/W2143445712","https://openalex.org/W2151837102","https://openalex.org/W2337689137","https://openalex.org/W2760636132","https://openalex.org/W2946763314","https://openalex.org/W2950215931","https://openalex.org/W3010277136","https://openalex.org/W3036269168","https://openalex.org/W6698169883"],"related_works":["https://openalex.org/W4200307965","https://openalex.org/W2985466771","https://openalex.org/W4389944276","https://openalex.org/W2908874964","https://openalex.org/W2781741994","https://openalex.org/W2762517398","https://openalex.org/W4384818245","https://openalex.org/W7118625702","https://openalex.org/W2970481264","https://openalex.org/W4394015638"],"abstract_inverted_index":{"Attention":[0],"Deficit":[1],"Hyperactivity":[2],"Disorder":[3],"(ADHD)":[4],"is":[5,23,62],"a":[6,24],"brain":[7,31],"disease":[8],"that":[9],"can":[10],"cause":[11],"academic,":[12],"social":[13],"and":[14,33,49,59,86,91,132,134,141,160,170],"psychiatric":[15,71],"problems.":[16],"Structural":[17],"Magnetic":[18],"resonance":[19],"imaging":[20],"(structural":[21],"MR)":[22],"critical":[25],"diagnostic":[26],"tool":[27],"used":[28],"to":[29,103,115],"examine":[30],"anatomy":[32],"pathology.":[34],"In":[35],"this":[36],"study,":[37],"an":[38,63],"objective":[39],"ADHD":[40],"detection":[41,80],"model":[42],"was":[43],"developed":[44,77],"with":[45,129,158,168],"Machine":[46],"Learning":[47,51],"(ML)":[48],"Deep":[50],"(DL)":[52],"methods":[53,136],"using":[54],"structural":[55,110,126],"MR":[56,111,127],"images.":[57],"Gray":[58],"white":[60,87],"matter":[61,88],"important":[64],"parameter":[65],"in":[66,83,148,176,179],"the":[67,79,94,98,109,116,149,152,155],"diagnosis":[68],"of":[69,81,108,151],"many":[70],"diseases.":[72],"An":[73],"algorithm":[74,100],"has":[75],"been":[76],"for":[78],"slices":[82,95,107,157],"which":[84,172],"gray":[85],"appear":[89],"complete":[90],"clear.":[92],"While":[93],"determined":[96],"by":[97,124],"proposed":[99],"are":[101,113],"assigned":[102,114],"one":[104],"dataset,":[105],"all":[106],"image":[112],"other":[117],"dataset.":[118],"Different":[119],"feature":[120],"sets":[121],"were":[122,146,166,173],"created":[123],"characterizing":[125],"images":[128],"ML":[130,159],"(LBP":[131],"Haralick)":[133],"DL":[135,161],"(AlexNet,":[137],"VggNet,":[138],"ResNet,":[139],"SqueezeNet":[140],"InceptionResNet).":[142],"High":[143,163],"classification":[144,164],"performances":[145,165],"observed":[147,167],"characterization":[150],"dataset":[153],"containing":[154],"selected":[156],"algorithms.":[162],"LBP":[169],"Haralick,":[171],"especially":[174],"successful":[175],"capturing":[177],"changes":[178],"texture.":[180]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-21T09:56:26.102985","created_date":"2023-11-01T00:00:00"}
