{"id":"https://openalex.org/W7130399385","doi":"https://doi.org/10.1109/tencon66050.2025.11375149","title":"Functional Connectivity-Driven Diagnosis of ADHD and ASD via Transfer Learning on rs-fMRI Data","display_name":"Functional Connectivity-Driven Diagnosis of ADHD and ASD via Transfer Learning on rs-fMRI Data","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7130399385","doi":"https://doi.org/10.1109/tencon66050.2025.11375149"},"language":null,"primary_location":{"id":"doi:10.1109/tencon66050.2025.11375149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon66050.2025.11375149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2025 - 2025 IEEE Region 10 Conference (TENCON)","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/A5101310250","display_name":"Khushi Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khushi Jain","raw_affiliation_strings":["University of Delhi,Department of Computer Science,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122725265","display_name":"Akanksha Upadhyay","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akanksha Upadhyay","raw_affiliation_strings":["University of Delhi,Department of Computer Science,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032578521","display_name":"Vaishali Chawla","orcid":"https://orcid.org/0000-0002-9181-8179"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vaishali Chawla","raw_affiliation_strings":["University of Delhi,Department of Computer Science,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121700968","display_name":"Navjot Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Navjot Singh","raw_affiliation_strings":["Indian Institute of Information Technology,Department of Information Technology,Allahabad,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology,Department of Information Technology,Allahabad,India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053676584","display_name":"Bharti Rana","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bharti Rana","raw_affiliation_strings":["University of Delhi,Department of Computer Science,New Delhi,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Delhi,Department of Computer Science,New Delhi,India","institution_ids":["https://openalex.org/I110166357"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69775652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1868","last_page":"1872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.7587000131607056,"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":0.7587000131607056,"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/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.21969999372959137,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.006800000090152025,"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":0.8300999999046326},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.592199981212616},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5715000033378601},{"id":"https://openalex.org/keywords/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.5519000291824341},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5327000021934509},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4767000079154968},{"id":"https://openalex.org/keywords/typically-developing","display_name":"Typically developing","score":0.4327000081539154},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4004000127315521}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.8300999999046326},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.592199981212616},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5715000033378601},{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.5519000291824341},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.532800018787384},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4657999873161316},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.45879998803138733},{"id":"https://openalex.org/C3020552372","wikidata":"https://www.wikidata.org/wiki/Q1079090","display_name":"Typically developing","level":3,"score":0.4327000081539154},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4004000127315521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3718000054359436},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.36910000443458557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3653999865055084},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C3017694942","wikidata":"https://www.wikidata.org/wiki/Q16254243","display_name":"Attention deficit","level":3,"score":0.334199994802475},{"id":"https://openalex.org/C2779388368","wikidata":"https://www.wikidata.org/wiki/Q3450985","display_name":"Neurodevelopmental disorder","level":3,"score":0.3303999900817871},{"id":"https://openalex.org/C52338299","wikidata":"https://www.wikidata.org/wiki/Q1004354","display_name":"Functional neuroimaging","level":3,"score":0.3059000074863434},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.30070000886917114},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.263700008392334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon66050.2025.11375149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon66050.2025.11375149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2025 - 2025 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.42755016684532166,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1560723556","https://openalex.org/W1974758710","https://openalex.org/W1983183519","https://openalex.org/W2035247564","https://openalex.org/W2061397956","https://openalex.org/W2129873641","https://openalex.org/W2147786839","https://openalex.org/W2167868121","https://openalex.org/W2493006415","https://openalex.org/W2615075516","https://openalex.org/W2883705704","https://openalex.org/W3004137504","https://openalex.org/W3026748380","https://openalex.org/W3049636222","https://openalex.org/W3138336026","https://openalex.org/W3168324303","https://openalex.org/W4220662520","https://openalex.org/W4388996684","https://openalex.org/W4394999935","https://openalex.org/W4409382615"],"related_works":[],"abstract_inverted_index":{"Neurodevelopmental":[0],"conditions":[1],"such":[2],"as":[3],"Autism":[4],"Spectrum":[5],"Disorder":[6,12],"(ASD)":[7],"and":[8,23,35,54,76,93,113,124,154,204],"Attention":[9],"Deficit":[10],"Hyperactivity":[11],"(ADHD)":[13],"alter":[14],"functional":[15,67],"connectivity":[16],"(FC)":[17],"among":[18,59,105],"the":[19,32,87,91,102,131,161,164,188,193],"brain":[20,60],"regions.":[21,61,106],"ADHD":[22,53,125,151],"ASD":[24,55,75,118,121,146,157],"affect$\\mathbf{5":[25],"-":[26,29],"6":[27],"\\%}$and$\\mathbf{1":[28],"2":[30],"\\%}$of":[31],"population,":[33],"respectively":[34],"hence":[36],"need":[37],"immediate":[38],"attention":[39],"to":[40,85,100,135],"develop":[41,136],"automated":[42,49],"differential":[43],"diagnosis.":[44],"This":[45],"work":[46,191],"proposes":[47],"an":[48,178],"diagnostic":[50],"system":[51],"for":[52,73,145,150,156,202],"by":[56],"investigating":[57],"FC":[58,95,111],"We":[62,107],"used":[63,108],"publicly":[64],"available":[65],"restingstate":[66],"Magnetic":[68],"Resonance":[69],"Imaging":[70],"(rs-fMRI)":[71],"data":[72,83,98,201],"ADHD,":[74,120,148],"age-matched":[77],"healthy":[78],"(HC)":[79],"subjects.":[80],"The":[81,140,167,190],"rsfMRI":[82],"helps":[84,99],"analyse":[86],"temporal":[88,103],"activity":[89],"in":[90,185,198],"brain,":[92],"computing":[94],"using":[96,173],"time-series":[97],"capture":[101],"correlation":[104],"five":[109],"diverse":[110],"measures":[112],"performed":[114],"three":[115],"classification":[116],"tasks:":[117],"vs.":[119,122,126,147,152,158],"HC":[123,153,159],"HC.":[127],"Further,":[128],"we":[129],"finetuned":[130],"pre-trained":[132],"VGG19":[133],"model":[134],"a":[137],"decision":[138],"model.":[139],"best":[141],"accuracy":[142],"of":[143,163,195],"99.09%":[144],"78.18%":[149],"65.46%":[155],"demonstrates":[160,192],"efficacy":[162],"proposed":[165],"method.":[166],"disrupted":[168],"regions":[169],"are":[170,184],"also":[171],"identified":[172],"SHapley":[174],"Additive":[175],"exPlanations":[176],"(SHAP),":[177],"explainable":[179],"artificial":[180],"intelligence":[181],"method,":[182],"that":[183],"accordance":[186],"with":[187],"literature.":[189],"capability":[194],"deep":[196],"learning":[197],"analysing":[199],"neuroimaging":[200],"clinical":[203],"research":[205],"applications.":[206]},"counts_by_year":[],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2026-02-19T00:00:00"}
