{"id":"https://openalex.org/W2916427865","doi":"https://doi.org/10.1109/isspit.2018.8642639","title":"Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI","display_name":"Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2916427865","doi":"https://doi.org/10.1109/isspit.2018.8642639","mag":"2916427865"},"language":"en","primary_location":{"id":"doi:10.1109/isspit.2018.8642639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2018.8642639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","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/A5053931430","display_name":"Yaser ElNakieb","orcid":"https://orcid.org/0000-0002-0313-136X"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yaser ElNakieb","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103120175","display_name":"Mohamed T. Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed T. Ali","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091750533","display_name":"Omar Dekhil","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omar Dekhil","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102803119","display_name":"Mohamed E. Khalefa","orcid":"https://orcid.org/0009-0007-3123-3527"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed E. Khalefa","raw_affiliation_strings":["Department of Computer Engineering and Computer Science, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Computer Science, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013054530","display_name":"Ahmed Soliman","orcid":"https://orcid.org/0000-0002-1931-3416"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Soliman","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006744007","display_name":"Ahmed Shalaby","orcid":"https://orcid.org/0000-0001-6291-7998"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Shalaby","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014797846","display_name":"Ali Mahmoud","orcid":"https://orcid.org/0000-0003-2557-9699"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Mahmoud","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020634024","display_name":"Mohammed Ghazal","orcid":"https://orcid.org/0000-0002-9045-6698"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Ghazal","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017807245","display_name":"Hassan Hajjdiab","orcid":"https://orcid.org/0000-0002-5661-8606"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hassan Hajjdiab","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Abu Dhabi University, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Abu Dhabi University, UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045337673","display_name":"Adel Elmaghraby","orcid":"https://orcid.org/0000-0001-5274-8596"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adel Elmaghraby","raw_affiliation_strings":["Department of Computer Engineering and Computer Science, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Computer Science, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043602973","display_name":"Robert Keynton","orcid":"https://orcid.org/0000-0001-5581-0500"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Keynton","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061748678","display_name":"Gregory Barnes","orcid":"https://orcid.org/0000-0002-7711-5506"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gregory Barnes","raw_affiliation_strings":["Department of Neurology, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075057705","display_name":"Ayman El\u2010Baz","orcid":"https://orcid.org/0000-0001-7264-1323"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayman El-Baz","raw_affiliation_strings":["Bioengineering Department, University of Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5053931430"],"corresponding_institution_ids":["https://openalex.org/I142740786"],"apc_list":null,"apc_paid":null,"fwci":0.37,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.67042972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"447","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9983999729156494,"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":0.9976999759674072,"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/diffusion-mri","display_name":"Diffusion MRI","score":0.7314157485961914},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.6511555910110474},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5959640741348267},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.5816637277603149},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4962320923805237},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4893442988395691},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4630254805088043},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.44523507356643677},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4300330579280853},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41318830847740173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.382309228181839},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23865360021591187},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12163007259368896},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09104090929031372}],"concepts":[{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.7314157485961914},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.6511555910110474},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5959640741348267},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.5816637277603149},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4962320923805237},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4893442988395691},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4630254805088043},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.44523507356643677},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4300330579280853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41318830847740173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.382309228181839},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23865360021591187},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12163007259368896},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09104090929031372},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspit.2018.8642639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2018.8642639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1527334490","https://openalex.org/W1923605364","https://openalex.org/W2004006028","https://openalex.org/W2004293194","https://openalex.org/W2005656360","https://openalex.org/W2011150799","https://openalex.org/W2019969498","https://openalex.org/W2022236299","https://openalex.org/W2022781987","https://openalex.org/W2023642217","https://openalex.org/W2045407457","https://openalex.org/W2052644075","https://openalex.org/W2053258586","https://openalex.org/W2054875016","https://openalex.org/W2074457840","https://openalex.org/W2082801199","https://openalex.org/W2085136414","https://openalex.org/W2093991561","https://openalex.org/W2097104050","https://openalex.org/W2097775392","https://openalex.org/W2099765643","https://openalex.org/W2101135654","https://openalex.org/W2105086806","https://openalex.org/W2110437310","https://openalex.org/W2113319997","https://openalex.org/W2113366456","https://openalex.org/W2115716215","https://openalex.org/W2118384136","https://openalex.org/W2121369614","https://openalex.org/W2135438065","https://openalex.org/W2143542411","https://openalex.org/W2146437136","https://openalex.org/W2146511652","https://openalex.org/W2155963684","https://openalex.org/W2157270343","https://openalex.org/W2157848968","https://openalex.org/W2166669457","https://openalex.org/W2170599555","https://openalex.org/W2293342147","https://openalex.org/W2297006637","https://openalex.org/W2304458595","https://openalex.org/W2344409160","https://openalex.org/W2398481640","https://openalex.org/W2476496150","https://openalex.org/W2676980000","https://openalex.org/W2752558629","https://openalex.org/W2791161466","https://openalex.org/W2890412240","https://openalex.org/W3192373659","https://openalex.org/W4235770099","https://openalex.org/W6754943422"],"related_works":["https://openalex.org/W57104752","https://openalex.org/W2364198307","https://openalex.org/W2376425756","https://openalex.org/W2391066511","https://openalex.org/W2327564191","https://openalex.org/W2000186706","https://openalex.org/W2001037511","https://openalex.org/W1977760756","https://openalex.org/W2068008866","https://openalex.org/W2125096937"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder,":[2],"ASD,":[3],"is":[4,43,75],"prevalent":[5],"lifelong":[6],"mental":[7],"disorder":[8],"associated":[9],"with":[10],"difficulties":[11],"i":[12],"n":[13],"s":[14],"ocial":[15],"interaction,":[16],"communication":[17],"skills,":[18],"and":[19,37,58,84],"behavioral":[20],"patterns.":[21],"Numerous":[22],"studies":[23],"were":[24],"presented":[25],"suggesting":[26],"abnormal":[27],"development":[28],"of":[29,55,60,72],"neural":[30],"networks":[31],"in":[32,35],"the":[33,47,51,61],"brain":[34],"shape":[36],"connectivity.":[38],"Magnetic":[39],"resonance":[40],"imaging,":[41,68],"MRI,":[42],"used":[44],"to":[45,76,80],"diagnose":[46],"structural":[48],"(i.e.,":[49,53],"sMRI)":[50],"functionality":[52],"fMRI)":[54],"gray":[56],"matter":[57,63],"connectivity":[59],"white":[62],"(WM),":[64],"using":[65],"diffusion":[66],"tensor":[67],"DTI.":[69],"The":[70],"goal":[71],"this":[73],"paper":[74],"integrate":[77],"these":[78],"perspective":[79],"allow":[81],"a":[82],"comprehensive":[83],"personalized":[85],"computer":[86],"aided":[87],"diagnostic":[88],"(CAD)":[89],"for":[90],"ASD":[91],"patients.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}