{"id":"https://openalex.org/W3023558962","doi":"https://doi.org/10.1145/3384544.3384552","title":"ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data","display_name":"ADHD Identification using Convolutional Neural Network with Seed-based Approach for fMRI Data","publication_year":2020,"publication_date":"2020-02-18","ids":{"openalex":"https://openalex.org/W3023558962","doi":"https://doi.org/10.1145/3384544.3384552","mag":"3023558962"},"language":"en","primary_location":{"id":"doi:10.1145/3384544.3384552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384544.3384552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Computer Applications","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/A5016573977","display_name":"Gangani Ariyarathne","orcid":"https://orcid.org/0000-0003-4205-6574"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Gangani Ariyarathne","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040885345","display_name":"Senuri De Silva","orcid":"https://orcid.org/0000-0002-4526-9586"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Senuri De Silva","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088500474","display_name":"Sanuwani Dayarathna","orcid":"https://orcid.org/0000-0001-8669-2893"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Sanuwani Dayarathna","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020197064","display_name":"Dulani Meedeniya","orcid":"https://orcid.org/0000-0002-4520-3819"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Dulani Meedeniya","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061572196","display_name":"Sampath Jayarathne","orcid":null},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sampath Jayarathne","raw_affiliation_strings":["Department of Computer Science, Old Dominion University, Virginia, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Old Dominion University, Virginia, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016573977"],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":null,"apc_paid":null,"fwci":3.4585,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.93571924,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9990000128746033,"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":0.9980999827384949,"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":0.9954000115394592,"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/attention-deficit-hyperactivity-disorder","display_name":"Attention deficit hyperactivity disorder","score":0.7165935039520264},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.7095219492912292},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6509969830513},{"id":"https://openalex.org/keywords/impulsivity","display_name":"Impulsivity","score":0.6507546901702881},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.6000572443008423},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5729318857192993},{"id":"https://openalex.org/keywords/default-mode-network","display_name":"Default mode network","score":0.566680908203125},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5405155420303345},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.5402147173881531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5257015228271484},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.501420259475708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4914201498031616},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48363029956817627},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4557499587535858},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4455104470252991},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.437277615070343},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3737599849700928},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.3321972191333771},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.29195067286491394},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.28710412979125977},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2572129964828491},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17483016848564148},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15024089813232422},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08756709098815918}],"concepts":[{"id":"https://openalex.org/C2780783007","wikidata":"https://www.wikidata.org/wiki/Q181923","display_name":"Attention deficit hyperactivity disorder","level":2,"score":0.7165935039520264},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.7095219492912292},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6509969830513},{"id":"https://openalex.org/C2780319597","wikidata":"https://www.wikidata.org/wiki/Q1549918","display_name":"Impulsivity","level":2,"score":0.6507546901702881},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.6000572443008423},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5729318857192993},{"id":"https://openalex.org/C141516989","wikidata":"https://www.wikidata.org/wiki/Q1182555","display_name":"Default mode network","level":3,"score":0.566680908203125},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5405155420303345},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.5402147173881531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5257015228271484},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.501420259475708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4914201498031616},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48363029956817627},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4557499587535858},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4455104470252991},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.437277615070343},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3737599849700928},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.3321972191333771},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.29195067286491394},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.28710412979125977},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2572129964828491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17483016848564148},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15024089813232422},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08756709098815918},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3384544.3384552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3384544.3384552","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Computer Applications","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":24,"referenced_works":["https://openalex.org/W11706560","https://openalex.org/W247192705","https://openalex.org/W1967249950","https://openalex.org/W1974316717","https://openalex.org/W1993945345","https://openalex.org/W2042891941","https://openalex.org/W2043699623","https://openalex.org/W2046527675","https://openalex.org/W2048342478","https://openalex.org/W2075529349","https://openalex.org/W2115919944","https://openalex.org/W2142408637","https://openalex.org/W2322803954","https://openalex.org/W2568162413","https://openalex.org/W2762517398","https://openalex.org/W2768513392","https://openalex.org/W2907897161","https://openalex.org/W2950568021","https://openalex.org/W2970876328","https://openalex.org/W2977345440","https://openalex.org/W3000100452","https://openalex.org/W3022506313","https://openalex.org/W4247665917","https://openalex.org/W4251657728"],"related_works":["https://openalex.org/W2143570064","https://openalex.org/W2075991736","https://openalex.org/W3205149984","https://openalex.org/W2038307665","https://openalex.org/W2948361065","https://openalex.org/W2793605638","https://openalex.org/W1520477417","https://openalex.org/W1585336261","https://openalex.org/W3150454329","https://openalex.org/W4253292488"],"abstract_inverted_index":{"Attention":[0],"Deficit":[1],"Hyperactivity":[2],"Disorder":[3],"(ADHD)":[4],"is":[5,27,74,95],"a":[6],"highly":[7],"prevalent":[8],"psychiatric":[9],"disorder":[10],"with":[11,35,132],"persistent":[12],"patterns":[13],"of":[14,137],"inattention,":[15],"hyperactivity":[16],"and":[17,86,127],"impulsivity":[18],"behaviors":[19],"among":[20],"children.":[21],"The":[22,71,93,113],"perilous":[23],"factor":[24],"lies":[25],"underneath":[26],"that":[28],"often":[29],"these":[30],"children":[31],"are":[32],"commonly":[33],"entangled":[34],"learning":[36],"difficulties":[37],"which":[38,79],"tend":[39],"to":[40,129],"lead":[41],"frustration":[42],"when":[43],"they":[44],"reach":[45],"adulthood.":[46],"This":[47],"study":[48],"presents":[49],"an":[50,57],"effective":[51],"approach":[52],"for":[53,67,134],"ADHD":[54],"identification":[55,136],"at":[56],"early":[58],"stage":[59],"by":[60],"using":[61,97,116],"functional":[62,82],"Magnetic":[63],"Resonance":[64],"Imaging":[65],"data":[66],"the":[68,81,91,135],"resting-state":[69],"brain.":[70,92],"proposed":[72,114],"methodology":[73],"based":[75,101],"on":[76,102,118],"seed":[77,104],"correlation":[78,117],"computes":[80],"connectivity":[83],"between":[84,125],"seeds":[85],"all":[87],"other":[88],"voxels":[89],"within":[90],"classification":[94],"done":[96],"Convolution":[98],"Neural":[99],"Network":[100,110],"extracted":[103],"correlations":[105],"from":[106],"different":[107],"Default":[108],"Mode":[109],"(DMN)":[111],"regions.":[112],"method":[115],"DMN":[119],"regions":[120],"has":[121],"shown":[122],"significant":[123],"accuracies":[124],"84%":[126],"86%":[128],"be":[130],"used":[131],"CNN":[133],"ADHD.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
