{"id":"https://openalex.org/W7160707751","doi":"https://doi.org/10.64388/irev9i11-1717448","title":"Smart Autism Prediction Using Deep Learning and Image Processing","display_name":"Smart Autism Prediction Using Deep Learning and Image Processing","publication_year":2026,"publication_date":"2026-05-08","ids":{"openalex":"https://openalex.org/W7160707751","doi":"https://doi.org/10.64388/irev9i11-1717448"},"language":"en","primary_location":{"id":"doi:10.64388/irev9i11-1717448","doi":"https://doi.org/10.64388/irev9i11-1717448","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev9i11-1717448","pdf_url":"https://www.irejournals.com/formatedpaper/1717448.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.irejournals.com/formatedpaper/1717448.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135745136","display_name":"Snega B.","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Snega B.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126199710","display_name":"A. S. Arunachalam","orcid":"https://orcid.org/0000-0002-7765-2205","observed_orcids":["https://orcid.org/0000-0002-7765-2205"]},"institutions":[{"id":"https://openalex.org/I138876546","display_name":"Vels University","ror":"https://ror.org/00tscx035","country_code":"IN","type":"education","lineage":["https://openalex.org/I138876546"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A.S. Arunachalam","raw_affiliation_strings":["Professor, Department of Computer Science and Information Technology , Vels Institute of Science,","Technology and Advanced Studies (VISTAS) , Chennai , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Department of Computer Science and Information Technology , Vels Institute of Science,","institution_ids":["https://openalex.org/I138876546"]},{"raw_affiliation_string":"Technology and Advanced Studies (VISTAS) , Chennai , India","institution_ids":["https://openalex.org/I138876546"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36182742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.98580002784729,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.98580002784729,"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/T11448","display_name":"Face recognition and analysis","score":0.003700000001117587,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.0012000000569969416,"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/autism-spectrum-disorder","display_name":"autism spectrum disorder","score":0.9980000257492065},{"id":"https://openalex.org/keywords/autism-prediction","display_name":"autism prediction","score":0.8149999976158142},{"id":"https://openalex.org/keywords/facial-image-analysis","display_name":"facial image analysis","score":0.8600000143051147},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8360000252723694},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.7910000085830688},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"facial expression recognition","score":0.6000000238418579},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7692000269889832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7290999889373779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6711999773979187},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6096000075340271},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6089000105857849},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.5644999742507935},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5220999717712402},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4828999936580658},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.385699987411499},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.373199999332428},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.33090001344680786},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.30070000886917114},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2896000146865845},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25999999046325684},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2590999901294708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.64388/irev9i11-1717448","doi":"https://doi.org/10.64388/irev9i11-1717448","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev9i11-1717448","pdf_url":"https://www.irejournals.com/formatedpaper/1717448.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.64388/irev9i11-1717448","doi":"https://doi.org/10.64388/irev9i11-1717448","is_oa":true,"landing_page_url":"https://doi.org/10.64388/irev9i11-1717448","pdf_url":"https://www.irejournals.com/formatedpaper/1717448.pdf","source":{"id":"https://openalex.org/S5407000720","display_name":"Iconic Research and Engineering Journals","issn_l":"2456-8880","issn":["2456-8880"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Iconic Research and Engineering Journals","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.428600013256073,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7160707751.pdf","grobid_xml":"https://content.openalex.org/works/W7160707751.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,105],"project":[1],"presents":[2],"a":[3],"smart":[4],"system":[5,22,86,106],"for":[6,81],"predicting":[7],"autism":[8],"spectrum":[9],"disorder":[10],"(ASD)":[11],"using":[12,57,70],"deep":[13,74],"learning":[14,75],"techniques,":[15],"particularly":[16],"Convolutional":[17],"Neural":[18],"Networks":[19],"(CNN).":[20],"The":[21,52,66,84],"analyzes":[23],"facial":[24],"images":[25],"to":[26,88],"identify":[27],"patterns":[28],"that":[29],"may":[30],"be":[31],"associated":[32],"with":[33,73],"autism.":[34],"Users":[35],"can":[36,95],"upload":[37],"an":[38],"image,":[39],"which":[40,94],"is":[41,68],"then":[42],"processed":[43],"and":[44,64,77,101,116],"classified":[45],"into":[46],"either":[47],"autistic":[48],"or":[49],"non-autistic":[50],"categories.":[51],"model":[53],"evaluates":[54],"its":[55],"performance":[56],"metrics":[58],"such":[59],"as":[60],"accuracy,":[61],"precision,":[62],"recall,":[63],"F1-score.":[65],"backend":[67],"implemented":[69],"Python":[71],"along":[72],"libraries,":[76],"results":[78],"are":[79],"stored":[80],"further":[82],"analysis.":[83],"proposed":[85],"aims":[87],"support":[89],"early":[90,109],"detection":[91],"of":[92,111],"autism,":[93,112],"help":[96],"in":[97,108],"providing":[98],"timely":[99,114],"intervention":[100,115],"improving":[102],"overall":[103],"outcomes.":[104,119],"helps":[107],"diagnosis":[110],"enabling":[113],"improved":[117],"healthcare":[118]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2026-05-10T00:00:00"}