{"id":"https://openalex.org/W1641832333","doi":"https://doi.org/10.1109/ijcnn.2015.7280562","title":"Using regional homogeneity from functional MRI for diagnosis of ASD among males","display_name":"Using regional homogeneity from functional MRI for diagnosis of ASD among males","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1641832333","doi":"https://doi.org/10.1109/ijcnn.2015.7280562","mag":"1641832333"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","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/A5107913040","display_name":"S. Vigneshwaran","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"S. Vigneshwaran","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110886023","display_name":"B. S. Mahanand","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. S. Mahanand","raw_affiliation_strings":["Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysore, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Science and Engineering, Sri Jayachamarajendra College of Engineering, Mysore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"S. Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"S. Suresh","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080692534","display_name":"N. Sundararajan","orcid":"https://orcid.org/0000-0002-6972-8775"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"N. Sundararajan","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Electrical & Electronic Engineering , Nanyang Technological University , Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5107913040"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.827,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.71201819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9995999932289124,"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":0.9995999932289124,"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/T11772","display_name":"Genetics and Neurodevelopmental Disorders","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9732000231742859,"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/voxel","display_name":"Voxel","score":0.714738667011261},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6708778142929077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5644893646240234},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.553045392036438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5312440395355225},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.49379071593284607},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4820590913295746},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46817582845687866},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4680841565132141},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.42027753591537476},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.41954296827316284},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37256497144699097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.313917875289917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18472108244895935},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.18268465995788574},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.17596787214279175}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.714738667011261},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6708778142929077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5644893646240234},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.553045392036438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5312440395355225},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.49379071593284607},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4820590913295746},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46817582845687866},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4680841565132141},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.42027753591537476},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.41954296827316284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37256497144699097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.313917875289917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18472108244895935},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.18268465995788574},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.17596787214279175},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1625985535","https://openalex.org/W1968930420","https://openalex.org/W1969708539","https://openalex.org/W1975228824","https://openalex.org/W1980309199","https://openalex.org/W1982325931","https://openalex.org/W2002012536","https://openalex.org/W2006913593","https://openalex.org/W2007213925","https://openalex.org/W2007483873","https://openalex.org/W2020319451","https://openalex.org/W2049564039","https://openalex.org/W2052873478","https://openalex.org/W2057550180","https://openalex.org/W2058046532","https://openalex.org/W2058970538","https://openalex.org/W2067517391","https://openalex.org/W2075210662","https://openalex.org/W2077406389","https://openalex.org/W2109293916","https://openalex.org/W2109943925","https://openalex.org/W2113161094","https://openalex.org/W2120085181","https://openalex.org/W2120759354","https://openalex.org/W2133990480","https://openalex.org/W2142326678","https://openalex.org/W2153635508","https://openalex.org/W2155298532","https://openalex.org/W2158485497","https://openalex.org/W2406163873","https://openalex.org/W2614349964","https://openalex.org/W3026621361","https://openalex.org/W4230920194","https://openalex.org/W6676746716","https://openalex.org/W6713704736"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W1999392235","https://openalex.org/W2016533837","https://openalex.org/W2075537321","https://openalex.org/W2055668825","https://openalex.org/W3167885074","https://openalex.org/W2059493168","https://openalex.org/W2371593620","https://openalex.org/W2892386716","https://openalex.org/W2156037511"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"approach":[4],"for":[5,35,98],"automatic":[6],"diagnosis":[7],"of":[8,48,55,62,75,191,205],"Autism":[9,139],"Spectrum":[10],"Disorder":[11],"(ASD)":[12],"among":[13],"males":[14,117,126,157],"using":[15,130,186],"functional":[16],"Magnetic":[17],"Resonance":[18],"Imaging":[19,141],"(fMRI).":[20],"fMRI":[21,135],"has":[22],"the":[23,45,49,52,56,63,87,131,138,162,169,189,203],"capability":[24],"to":[25,85,125,177,196,202],"identify":[26,86],"any":[27],"abnormal":[28],"neural":[29],"interactions":[30],"that":[31,112,168,207],"may":[32],"be":[33,173],"responsible":[34],"behavioral":[36],"symptoms":[37],"observed":[38],"in":[39,51,71,116,152,200,211],"ASD":[40,113],"patients.":[41],"In":[42],"this":[43],"paper,":[44],"regional":[46],"homogeneity":[47],"voxels":[50],"116":[53],"regions":[54],"automated":[57],"anatomical":[58],"labeling":[59],"(AAL)":[60],"atlas":[61],"brain":[64],"are":[65,95,149],"used":[66,84,97,210],"as":[67],"features":[68,90,94,192,206],"which":[69,148],"result":[70],"a":[72,101,120],"large":[73,121],"set":[74],"54837":[76],"features.":[77],"Chi-square":[78,187],"feature":[79],"selection":[80],"method":[81],"is":[82,127,165],"then":[83,96],"most":[88],"significant":[89],"and":[91,118,158,182],"only":[92],"these":[93],"classification":[99,170],"with":[100],"metacognitive":[102],"radial":[103],"basis":[104],"function":[105],"classifier.":[106],"Since":[107],"genetic":[108],"studies":[109,147],"have":[110,208],"indicated":[111],"manifests":[114],"differently":[115],"females,":[119],"scale":[122,153],"study":[123],"specific":[124],"highlighted":[128],"here":[129,167],"publicly":[132],"available":[133],"preprocessed":[134],"dataset":[136],"from":[137],"Brain":[140],"Data":[142],"Exchange":[143],"(ABIDE),":[144],"unlike":[145],"existing":[146],"either":[150],"smaller":[151],"or":[154],"consider":[155],"both":[156],"females":[159],"together.":[160],"Among":[161],"males,":[163],"it":[164],"shown":[166],"performance":[171],"can":[172],"improved":[174],"(by":[175],"up":[176],"10%)":[178],"by":[179],"considering":[180],"adults":[181],"adolescents":[183],"separately.":[184],"By":[185],"algorithm":[188],"number":[190],"was":[193],"reduced":[194],"drastically":[195],"lower":[197],"than":[198],"200":[199],"contrast":[201],"thousands":[204],"been":[209],"recent":[212],"studies.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}