{"id":"https://openalex.org/W4312302217","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892350","title":"Deep Learning Approach for Classification and Interpretation of Autism Spectrum Disorder","display_name":"Deep Learning Approach for Classification and Interpretation of Autism Spectrum Disorder","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4312302217","doi":"https://doi.org/10.1109/ijcnn55064.2022.9892350"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn55064.2022.9892350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892350","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":"2161-4407","issn":["2161-4407"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 International Joint Conference on Neural Networks (IJCNN)","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/A5068442910","display_name":"Pindi Krishna Chandra Prasad","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pindi Krishna Chandra Prasad","raw_affiliation_strings":["IIIT Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018591362","display_name":"Yash Khare","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yash Khare","raw_affiliation_strings":["IIIT Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039259523","display_name":"Kamalaker Dadi","orcid":"https://orcid.org/0000-0003-2214-1050"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamalaker Dadi","raw_affiliation_strings":["IIIT Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060336051","display_name":"P. K. Vinod","orcid":"https://orcid.org/0000-0003-2968-498X"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. K. Vinod","raw_affiliation_strings":["IIIT Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bapi Raju Surampudi","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bapi Raju Surampudi","raw_affiliation_strings":["IIIT Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":5.3677,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97170819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9993000030517578,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9993000030517578,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9718999862670898,"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":0.812894344329834},{"id":"https://openalex.org/keywords/cuneus","display_name":"Cuneus","score":0.6413083076477051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5870063900947571},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4809245765209198},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.45535755157470703},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.356858491897583},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.3472493290901184},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2714504599571228},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25317177176475525},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.09875842928886414}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.812894344329834},{"id":"https://openalex.org/C2780608534","wikidata":"https://www.wikidata.org/wiki/Q961620","display_name":"Cuneus","level":4,"score":0.6413083076477051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5870063900947571},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4809245765209198},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.45535755157470703},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.356858491897583},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.3472493290901184},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2714504599571228},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25317177176475525},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.09875842928886414},{"id":"https://openalex.org/C2781441883","wikidata":"https://www.wikidata.org/wiki/Q1632835","display_name":"Precuneus","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn55064.2022.9892350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn55064.2022.9892350","pdf_url":null,"source":{"id":"https://openalex.org/S4363607707","display_name":"2022 International Joint Conference on Neural Networks (IJCNN)","issn_l":"2161-4407","issn":["2161-4407"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1992338409","https://openalex.org/W2005821483","https://openalex.org/W2009494091","https://openalex.org/W2025583640","https://openalex.org/W2058046532","https://openalex.org/W2063404606","https://openalex.org/W2101234009","https://openalex.org/W2122457251","https://openalex.org/W2167868121","https://openalex.org/W2181347294","https://openalex.org/W2329148842","https://openalex.org/W2397104626","https://openalex.org/W2474678163","https://openalex.org/W2529392927","https://openalex.org/W2594633041","https://openalex.org/W2605409611","https://openalex.org/W2745968167","https://openalex.org/W2752558629","https://openalex.org/W2769544142","https://openalex.org/W2806489700","https://openalex.org/W2884781986","https://openalex.org/W2886989735","https://openalex.org/W2896587207","https://openalex.org/W2971998230","https://openalex.org/W2990504128","https://openalex.org/W3000167727","https://openalex.org/W3006064320","https://openalex.org/W3040879299","https://openalex.org/W3085380432","https://openalex.org/W3162245332","https://openalex.org/W3216333146","https://openalex.org/W4295312788","https://openalex.org/W6675354045","https://openalex.org/W6685777803","https://openalex.org/W6734194636","https://openalex.org/W6736518430","https://openalex.org/W6766978945","https://openalex.org/W6783213970"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W2166141227","https://openalex.org/W1995350144","https://openalex.org/W620566831","https://openalex.org/W2945184670","https://openalex.org/W3121111470","https://openalex.org/W2013497658","https://openalex.org/W3133980636"],"abstract_inverted_index":{"Autism":[0],"spectrum":[1],"disorder":[2,7],"(ASD)":[3],"is":[4,18,25,63],"a":[5,64,80,117],"neurodevelopmental":[6],"predominantly":[8],"found":[9],"in":[10,48,70,177,199],"children.":[11],"The":[12],"current":[13],"behavior-based":[14],"diagnosis":[15],"of":[16,53,58,121],"ASD":[17,59,93],"arduous":[19],"and":[20,73,130,190],"requires":[21],"expertise.":[22],"Therefore,":[23],"it":[24],"appealing":[26],"to":[27,45,68,133,143,169,196],"develop":[28],"an":[29],"accurate":[30],"computer-aided":[31],"tool":[32],"for":[33,91,183],"diagnosing":[34],"ASD.":[35,173,200],"Although":[36],"resting-state":[37],"functional":[38],"magnetic":[39],"resonance":[40],"imaging":[41],"(rsfMRI)":[42],"has":[43],"proven":[44],"be":[46,170,197],"successful":[47],"capturing":[49],"the":[50,54,71,103,113,126,135,144,150,178],"neural":[51],"organization":[52],"brain,":[55],"automated":[56],"detection":[57],"using":[60,98],"rsfMRI":[61,99],"scans":[62,100],"challenging":[65],"task":[66],"due":[67],"heterogeneity":[69],"dataset":[72,115],"limited":[74],"sample":[75],"size.":[76],"This":[77],"paper":[78],"proposes":[79],"Multilayer":[81],"Perceptron":[82],"(MLP)":[83],"based":[84],"classification":[85,145],"model":[86,107],"with":[87,116,172],"auto":[88],"encoder":[89],"pretraining":[90],"classifying":[92],"from":[94,102],"Typically":[95],"Developing":[96],"(TD)":[97],"obtained":[101],"ABIDE-1":[104,114],"dataset.":[105],"Our":[106,147],"achieves":[108],"new":[109],"state-of-the-art":[110],"performance":[111],"on":[112],"10-fold":[118],"cross-validation":[119],"accuracy":[120],"74.82%.":[122],"Further,":[123],"we":[124],"use":[125],"Integrated":[127],"Gradients":[128],"(IG)":[129],"DeepLIFT":[131],"techniques":[132],"identify":[134],"correlations":[136],"between":[137],"brain":[138,179],"regions":[139,176],"that":[140],"contribute":[141],"most":[142],"task.":[146],"analysis":[148],"identifies":[149],"following":[151],"regions,":[152],"Left":[153,165],"Lingual":[154],"Gyrus,":[155,164],"Right":[156,159,161],"Insula":[157],"Lobe,":[158],"Cuneus,":[160],"Middle":[162],"Frontal":[163],"Superior":[166],"Temporal":[167],"Gyrus":[168],"associated":[171],"Interestingly,":[174],"these":[175],"are":[180,194],"primarily":[181],"responsible":[182],"social":[184],"cognition,":[185],"language,":[186],"attention,":[187],"decision":[188],"making":[189],"visual":[191],"processing,":[192],"which":[193],"known":[195],"altered":[198]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}