{"id":"https://openalex.org/W4400491802","doi":"https://doi.org/10.1109/aiiot61789.2024.10578987","title":"Wavelet Based fMRI Analysis for Autism Spectrum Disorder Detection using Feature Selection and Ridge Classifier","display_name":"Wavelet Based fMRI Analysis for Autism Spectrum Disorder Detection using Feature Selection and Ridge Classifier","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4400491802","doi":"https://doi.org/10.1109/aiiot61789.2024.10578987"},"language":"en","primary_location":{"id":"doi:10.1109/aiiot61789.2024.10578987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiiot61789.2024.10578987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE World AI IoT Congress (AIIoT)","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/A5092741751","display_name":"Fatemehsadat Ghanadi Ladani","orcid":null},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Fatemehsadat Ghanadi Ladani","raw_affiliation_strings":["Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran,84156-83111"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran,84156-83111","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086843767","display_name":"Nader Karimi","orcid":"https://orcid.org/0000-0001-8904-1607"},"institutions":[{"id":"https://openalex.org/I170013655","display_name":"Isfahan University of Technology","ror":"https://ror.org/00af3sa43","country_code":"IR","type":"education","lineage":["https://openalex.org/I170013655"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Nader Karimi","raw_affiliation_strings":["Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran,84156-83111"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Isfahan University of Technology,Department of Electrical and Computer Engineering,Isfahan,Iran,84156-83111","institution_ids":["https://openalex.org/I170013655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071231720","display_name":"Pejman Khadivi","orcid":"https://orcid.org/0000-0001-7793-0669"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pejman Khadivi","raw_affiliation_strings":["Seattle University,Department of Computer Science,Seattle,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seattle University,Department of Computer Science,Seattle,USA","institution_ids":["https://openalex.org/I58610484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001420311","display_name":"Shadrokh Samavi","orcid":"https://orcid.org/0000-0003-3951-3770"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shadrokh Samavi","raw_affiliation_strings":["Seattle University,Department of Computer Science,Seattle,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seattle University,Department of Computer Science,Seattle,USA","institution_ids":["https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6052,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.656955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"165","last_page":"171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8134999871253967,"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":0.8134999871253967,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.760200023651123,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.6848000288009644,"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/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6844067573547363},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6471588611602783},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6426764726638794},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.607394814491272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.552457869052887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5468624830245972},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.495919793844223},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4906388819217682},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43036383390426636},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.2917511761188507},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2141319215297699},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.06735479831695557}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6844067573547363},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6471588611602783},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6426764726638794},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.607394814491272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.552457869052887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5468624830245972},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.495919793844223},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4906388819217682},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43036383390426636},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.2917511761188507},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2141319215297699},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.06735479831695557}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiiot61789.2024.10578987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiiot61789.2024.10578987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE World AI IoT Congress (AIIoT)","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":20,"referenced_works":["https://openalex.org/W1690941339","https://openalex.org/W2353267094","https://openalex.org/W2579628011","https://openalex.org/W3044178239","https://openalex.org/W3087405496","https://openalex.org/W3128956043","https://openalex.org/W3199008037","https://openalex.org/W3206202156","https://openalex.org/W4206714166","https://openalex.org/W4221058302","https://openalex.org/W4249722514","https://openalex.org/W4294310988","https://openalex.org/W4297364263","https://openalex.org/W4308052494","https://openalex.org/W4309631262","https://openalex.org/W4312075150","https://openalex.org/W4376866854","https://openalex.org/W4389042487","https://openalex.org/W4389104822","https://openalex.org/W4390831748"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2059273319","https://openalex.org/W2077021924"],"abstract_inverted_index":{"As":[0],"autism":[1],"spectrum":[2],"disorder":[3],"(ASD)":[4],"rates":[5],"rise,":[6],"timely":[7],"diagnosis":[8],"and":[9,26,31,51,95,128,133],"treatment":[10],"are":[11,29],"increasingly":[12],"crucial.":[13],"However,":[14,44],"current":[15],"diagnostic":[16],"methods":[17],"rely":[18],"on":[19],"subjective":[20],"criteria,":[21],"such":[22,157],"as":[23],"clinical":[24],"observations":[25],"tests,":[27],"which":[28],"costly":[30],"time-consuming.":[32],"Functional":[33],"Magnetic":[34],"Resonance":[35],"Imaging":[36],"(fMRI)":[37],"shows":[38],"promising":[39],"potential":[40],"in":[41,156],"identifying":[42,75],"ASD.":[43],"its":[45],"use":[46],"is":[47,147,155],"limited":[48],"by":[49,126],"cost":[50],"data":[52],"availability":[53],"issues.":[54],"Leveraging":[55],"machine":[56],"learning":[57],"(ML)":[58],"can":[59],"help":[60],"extract":[61],"meaningful":[62],"features,":[63],"potentially":[64],"enhancing":[65],"ASD":[66,76],"diagnosis.":[67],"This":[68,153],"paper":[69],"presents":[70],"an":[71,184],"ML-based":[72],"framework":[73],"for":[74,130,169],"using":[77],"wavelet":[78],"transform,":[79],"Tangent":[80],"Pearson":[81],"(TP)":[82],"embedding,":[83],"Principal":[84],"Component":[85],"Analysis":[86,88],"(PCA),":[87],"of":[89,108,140,187],"Variance":[90],"(ANOVA)":[91],"feature":[92,131,151],"selection":[93],"method,":[94],"Maximum":[96],"Independence":[97],"Domain":[98],"Adaptation":[99],"(MIDA)":[100],"algorithm.":[101],"Wavelet":[102],"transform":[103],"extracts":[104],"different":[105,138],"frequency":[106],"levels":[107],"the":[109,116,121,137,177],"input":[110],"Blood":[111],"Oxygen":[112],"Level-dependent":[113],"signals.":[114],"Subsequently,":[115],"signals":[117],"undergo":[118],"processing":[119],"via":[120],"TP":[122],"embedding":[123],"algorithm,":[124],"followed":[125],"PCA":[127],"ANOVA":[129],"reduction":[132],"selection.":[134],"Due":[135],"to":[136,149],"types":[139],"fMRI":[141],"scanning":[142],"inducing":[143],"domain":[144],"shift,":[145],"MIDA":[146],"applied":[148],"align":[150],"representation.":[152],"alignment":[154],"a":[158],"way":[159],"that":[160],"they":[161],"become":[162],"maximally":[163],"independent":[164],"while":[165],"preserving":[166],"relevant":[167],"information":[168],"classification":[170],"tasks.":[171],"The":[172],"achieved":[173],"state-of-the-art":[174],"Area":[175],"Under":[176],"Curve":[178],"metric":[179],"stands":[180],"at":[181],"79.01,":[182],"with":[183],"accuracy":[185],"rate":[186],"72.47%.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}