{"id":"https://openalex.org/W7117135012","doi":"https://doi.org/10.1007/s42979-025-04647-1","title":"Dual-Stage Deep Learning Framework for Autism Spectrum Disorder Detection and Severity Classification Using Swin3D Transformer and GAT-LSTM Networks","display_name":"Dual-Stage Deep Learning Framework for Autism Spectrum Disorder Detection and Severity Classification Using Swin3D Transformer and GAT-LSTM Networks","publication_year":2025,"publication_date":"2025-12-24","ids":{"openalex":"https://openalex.org/W7117135012","doi":"https://doi.org/10.1007/s42979-025-04647-1"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-025-04647-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04647-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5121172475","display_name":"A. Padmapriya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144604","display_name":"ITPEnergised Group (India)","ror":"https://ror.org/04y5qg507","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210114570","https://openalex.org/I4210144604"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A. Padmapriya","raw_affiliation_strings":["Department of Computer Science and Engineering , Achariya College of Engineering and Technology , Uruvaiyar, Puducherry, 605110, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering , Achariya College of Engineering and Technology , Uruvaiyar, Puducherry, 605110, India","institution_ids":["https://openalex.org/I4210144604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121226005","display_name":"D. Suganya","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"D. Suganya","raw_affiliation_strings":["School of Computer Science and Information System , Vellore Institute of Technology , Vellore, Tamil Nadu, 632014, India"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information System , Vellore Institute of Technology , Vellore, Tamil Nadu, 632014, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101878241","display_name":"R. Kalpana","orcid":null},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]},{"id":"https://openalex.org/I4210144604","display_name":"ITPEnergised Group (India)","ror":"https://ror.org/04y5qg507","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210114570","https://openalex.org/I4210144604"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Kalpana","raw_affiliation_strings":["Department of Computer Science and Engineering , Puducherry Technological University , Pillaichavady, Puducherry, 605014, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering , Puducherry Technological University , Pillaichavady, Puducherry, 605014, India","institution_ids":["https://openalex.org/I175691731","https://openalex.org/I4210144604"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121172475"],"corresponding_institution_ids":["https://openalex.org/I4210144604"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6884239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"1","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":0.8104000091552734,"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":0.8104000091552734,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.10220000147819519,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6880000233650208},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6140999794006348},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.40450000762939453},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3725000023841858},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3716999888420105},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.36500000953674316},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.36090001463890076}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7228999733924866},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6880000233650208},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6140999794006348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5857999920845032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5080999732017517},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.40450000762939453},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.36090001463890076},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.2809000015258789},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.2750999927520752},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.2662000060081482},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.265500009059906},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.26269999146461487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-025-04647-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-025-04647-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.45420271158218384}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W3136070377","https://openalex.org/W4318003502","https://openalex.org/W4387757612","https://openalex.org/W4388508472","https://openalex.org/W4390705345","https://openalex.org/W4391107516","https://openalex.org/W4391647148","https://openalex.org/W4392883384","https://openalex.org/W4394762224","https://openalex.org/W4394921826","https://openalex.org/W4396607924","https://openalex.org/W4396903171","https://openalex.org/W4401282900","https://openalex.org/W4404196004","https://openalex.org/W4405037962","https://openalex.org/W4405262424","https://openalex.org/W4405506406","https://openalex.org/W4405512825","https://openalex.org/W4406689859","https://openalex.org/W4407592572","https://openalex.org/W4408017311","https://openalex.org/W4408355362","https://openalex.org/W4409102684","https://openalex.org/W4409495169","https://openalex.org/W4411365319","https://openalex.org/W4413139083","https://openalex.org/W4415049131"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-24T23:14:05.333182","created_date":"2025-12-24T00:00:00"}
