{"id":"https://openalex.org/W4414138003","doi":"https://doi.org/10.3389/fninf.2025.1553035","title":"VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data","display_name":"VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data","publication_year":2025,"publication_date":"2025-09-11","ids":{"openalex":"https://openalex.org/W4414138003","doi":"https://doi.org/10.3389/fninf.2025.1553035","pmid":"https://pubmed.ncbi.nlm.nih.gov/41018545"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2025.1553035","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1553035","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1553035/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1553035/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000419170","display_name":"Gopikrishna Deshpande","orcid":"https://orcid.org/0000-0001-7471-5357"},"institutions":[{"id":"https://openalex.org/I4210145671","display_name":"Advanced Imaging Research (United States)","ror":"https://ror.org/047c3xe48","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145671"]},{"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"]},{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]},{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["IN","US"],"is_corresponding":true,"raw_author_name":"Gopikrishna Deshpande","raw_affiliation_strings":["Alabama Advanced Imaging Consortium, Birmingham, AL, United States","Center for Neuroscience, Auburn University, Auburn, AL, United States","Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States","Department of Heritage Science and Technology, Indian Institute of Technology, Hyderabad, India","Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","Department of Psychological Sciences, Auburn University, Auburn, AL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alabama Advanced Imaging Consortium, Birmingham, AL, United States","institution_ids":["https://openalex.org/I4210145671"]},{"raw_affiliation_string":"Center for Neuroscience, Auburn University, Auburn, AL, United States","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Department of Heritage Science and Technology, Indian Institute of Technology, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","institution_ids":["https://openalex.org/I699696"]},{"raw_affiliation_string":"Department of Psychological Sciences, Auburn University, Auburn, AL, United States","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029974658","display_name":"Bonian Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bonian Lu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101984307","display_name":"Nguyen Huynh","orcid":"https://orcid.org/0000-0003-2337-4470"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nguyen Huynh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Auburn University Neuroimaging Center, Auburn University, Auburn, AL, United States","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":null,"display_name":"D. Rangaprakash","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Rangaprakash","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5000419170"],"corresponding_institution_ids":["https://openalex.org/I4210145671","https://openalex.org/I65181880","https://openalex.org/I699696","https://openalex.org/I82497590"],"apc_list":{"value":3295,"currency":"USD","value_usd":3295},"apc_paid":{"value":3295,"currency":"USD","value_usd":3295},"fwci":1.0891,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84077396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"19","issue":null,"first_page":"1553035","last_page":"1553035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7699999809265137},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6133999824523926},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6132000088691711},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5949000120162964},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5751000046730042},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5296000242233276},{"id":"https://openalex.org/keywords/negative-transfer","display_name":"Negative transfer","score":0.4952999949455261},{"id":"https://openalex.org/keywords/harmonization","display_name":"Harmonization","score":0.4278999865055084},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41179999709129333}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.788100004196167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7861999869346619},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7699999809265137},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6133999824523926},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6132000088691711},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6098999977111816},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5949000120162964},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5751000046730042},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5296000242233276},{"id":"https://openalex.org/C2779178101","wikidata":"https://www.wikidata.org/wiki/Q6987274","display_name":"Negative transfer","level":3,"score":0.4952999949455261},{"id":"https://openalex.org/C2779962950","wikidata":"https://www.wikidata.org/wiki/Q5659376","display_name":"Harmonization","level":2,"score":0.4278999865055084},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41179999709129333},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4099000096321106},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.35850000381469727},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.31209999322891235},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C52338299","wikidata":"https://www.wikidata.org/wiki/Q1004354","display_name":"Functional neuroimaging","level":3,"score":0.30730000138282776},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2800999879837036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26080000400543213},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fninf.2025.1553035","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1553035","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1553035/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:41018545","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41018545","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:europepmc.org:11269155","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12460464","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9b5ca0c36bbb40f29f2387401d46b023","is_oa":true,"landing_page_url":"https://doaj.org/article/9b5ca0c36bbb40f29f2387401d46b023","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 19 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12460464","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12460464/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Neuroinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fninf.2025.1553035","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1553035","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1553035/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2990223308","display_name":null,"funder_award_id":"K23MH087770","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414138003.pdf","grobid_xml":"https://content.openalex.org/works/W4414138003.grobid-xml"},"referenced_works_count":107,"referenced_works":["https://openalex.org/W155481447","https://openalex.org/W1457602677","https://openalex.org/W1458229720","https://openalex.org/W1496968292","https://openalex.org/W1518405882","https://openalex.org/W1948733467","https://openalex.org/W1955857676","https://openalex.org/W1966026565","https://openalex.org/W1972498024","https://openalex.org/W1977177161","https://openalex.org/W1983183519","https://openalex.org/W1993621007","https://openalex.org/W2030561475","https://openalex.org/W2036439084","https://openalex.org/W2057550180","https://openalex.org/W2076063813","https://openalex.org/W2092948036","https://openalex.org/W2101234009","https://openalex.org/W2104094955","https://openalex.org/W2104482304","https://openalex.org/W2107665951","https://openalex.org/W2110065044","https://openalex.org/W2116967320","https://openalex.org/W2120759354","https://openalex.org/W2122457251","https://openalex.org/W2128492818","https://openalex.org/W2133265632","https://openalex.org/W2146429584","https://openalex.org/W2148143831","https://openalex.org/W2149754624","https://openalex.org/W2154158661","https://openalex.org/W2160066016","https://openalex.org/W2160659462","https://openalex.org/W2164174759","https://openalex.org/W2167868121","https://openalex.org/W2174740345","https://openalex.org/W2187089797","https://openalex.org/W2280942156","https://openalex.org/W2314945771","https://openalex.org/W2330892731","https://openalex.org/W2398147772","https://openalex.org/W2413867752","https://openalex.org/W2522628945","https://openalex.org/W2522924024","https://openalex.org/W2562469482","https://openalex.org/W2590651237","https://openalex.org/W2592929672","https://openalex.org/W2657631929","https://openalex.org/W2746329898","https://openalex.org/W2752558629","https://openalex.org/W2756073160","https://openalex.org/W2757263563","https://openalex.org/W2770363598","https://openalex.org/W2780601052","https://openalex.org/W2791126311","https://openalex.org/W2798838126","https://openalex.org/W2806321514","https://openalex.org/W2806489700","https://openalex.org/W2810012895","https://openalex.org/W2811386582","https://openalex.org/W2882997553","https://openalex.org/W2898511612","https://openalex.org/W2899955724","https://openalex.org/W2945434083","https://openalex.org/W2950030754","https://openalex.org/W2950062006","https://openalex.org/W2950086191","https://openalex.org/W2950536412","https://openalex.org/W2963559580","https://openalex.org/W2966036416","https://openalex.org/W2976933962","https://openalex.org/W2979509742","https://openalex.org/W2984003291","https://openalex.org/W2989261235","https://openalex.org/W2990041501","https://openalex.org/W2990138404","https://openalex.org/W2990504128","https://openalex.org/W2999255523","https://openalex.org/W3003384866","https://openalex.org/W3016410370","https://openalex.org/W3021376323","https://openalex.org/W3036586801","https://openalex.org/W3040685212","https://openalex.org/W3080892331","https://openalex.org/W3099097979","https://openalex.org/W3124682529","https://openalex.org/W3127344821","https://openalex.org/W3139408336","https://openalex.org/W3155129510","https://openalex.org/W3157690401","https://openalex.org/W3161149741","https://openalex.org/W3163463488","https://openalex.org/W3187525041","https://openalex.org/W3191882681","https://openalex.org/W3206202156","https://openalex.org/W4200422164","https://openalex.org/W4226015794","https://openalex.org/W4236965008","https://openalex.org/W4247924304","https://openalex.org/W4251362415","https://openalex.org/W4256361765","https://openalex.org/W4293428270","https://openalex.org/W4297969478","https://openalex.org/W4313262731","https://openalex.org/W4380479961","https://openalex.org/W4390706105","https://openalex.org/W4404214400"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3192840557","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W4393011546","https://openalex.org/W3198847674"],"abstract_inverted_index":{"In":[0,82],"large":[1],"public":[2,274],"multi-site":[3,92],"fMRI":[4,93,270],"datasets,":[5],"the":[6,62,75,86,132,138,166,241,255,260,264,273],"sample":[7],"characteristics,":[8],"data":[9,72,199,223,271],"acquisition":[10],"methods,":[11],"and":[12,19,29,116,135,179,189,214,240],"MRI":[13,182],"scanner":[14],"models":[15],"vary":[16],"across":[17],"sites":[18],"datasets.":[20],"This":[21,41,121],"non-neural":[22],"variability":[23],"obscures":[24],"neural":[25],"differences":[26],"between":[27],"groups":[28],"leads":[30],"to":[31,51,84,149,158],"poor":[32],"machine":[33],"learning":[34,105,188,217],"based":[35],"diagnostic":[36,109],"classification":[37,53,192,226],"of":[38,74,88,155,257,267],"neurodevelopmental":[39],"conditions.":[40],"could":[42],"be":[43],"potentially":[44],"addressed":[45],"by":[46,60,70,231,262],"domain":[47,59,69,89,134,145,168,207],"adaptation,":[48],"which":[49],"aims":[50],"improve":[52],"performance":[54],"in":[55,244,272],"a":[56,66,98,195],"given":[57],"target":[58,133],"utilizing":[61,263],"knowledge":[63],"learned":[64],"from":[65,147,174],"different":[67],"source":[68,139,167],"making":[71],"distributions":[73],"two":[76],"domains":[77],"as":[78,80,131,137,203,235],"similar":[79],"possible.":[81],"order":[83],"demonstrate":[85],"utility":[87],"adaptation":[90,146,208],"for":[91,107,162],"data,":[94],"this":[95,245],"research":[96],"developed":[97],"variational":[99],"autoencoder-maximum":[100],"mean":[101],"discrepancy":[102],"(VAE-MMD)":[103],"deep":[104],"model":[106,242,261],"three-way":[108],"classification:":[110],"(i)":[111],"Autism,":[112],"(ii)":[113],"Asperger's":[114],"syndrome,":[115],"(iii)":[117],"typically":[118],"developing":[119],"controls.":[120],"study":[122,246],"chooses":[123],"ABIDE-II":[124,150,156,161,191],"(Autism":[125],"Brain":[126,176],"Imaging":[127],"Data":[128],"Exchange)":[129],"dataset":[130,239],"ABIDE-I":[136,148],"domain.":[140,275],"The":[141,238,250],"results":[142],"show":[143],"that":[144,206,229],"provides":[151],"superior":[152],"test":[153],"accuracy":[154,227],"compared":[157],"just":[159],"using":[160,209],"classification.":[163],"Further,":[164],"augmenting":[165],"with":[169,197,219],"additional":[170,220],"healthy":[171,221,268],"control":[172,222,269],"subjects":[173],"Healthy":[175],"Network":[177],"(HBN)":[178],"Amsterdam":[180],"Open":[181],"Collection":[183],"(AOMIC)":[184],"datasets":[185],"enables":[186],"transfer":[187,216],"improves":[190,225],"performance.":[193],"Finally,":[194],"comparison":[196],"statistical":[198,232],"harmonization":[200],"techniques,":[201],"such":[202],"ComBat,":[204],"reveals":[205],"VAE-MMD":[210],"achieves":[211],"comparable":[212],"performance,":[213],"incorporating":[215],"(TL)":[218],"substantially":[224],"beyond":[228],"achieved":[230],"methods":[233],"(such":[234],"ComBat)":[236],"alone.":[237],"used":[243],"are":[247],"publicly":[248],"available.":[249],"neuroimaging":[251],"community":[252],"can":[253],"explore":[254],"possibility":[256],"further":[258],"improving":[259],"ever-increasing":[265],"amount":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}