{"id":"https://openalex.org/W4298326836","doi":"https://doi.org/10.1109/tbme.2022.3210940","title":"Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans","display_name":"Federated Multi-Task Learning for Joint Diagnosis of Multiple Mental Disorders on MRI Scans","publication_year":2022,"publication_date":"2022-09-30","ids":{"openalex":"https://openalex.org/W4298326836","doi":"https://doi.org/10.1109/tbme.2022.3210940","pmid":"https://pubmed.ncbi.nlm.nih.gov/36178988"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2022.3210940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3210940","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5083469101","display_name":"Zhi-An Huang","orcid":"https://orcid.org/0000-0001-9974-148X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210124427","display_name":"City College of Dongguan University of Technology","ror":"https://ror.org/02vdh2x09","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029","https://openalex.org/I4210124427"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Zhi-An Huang","raw_affiliation_strings":["Center for Computer Science and Information Technology, City University of Hong Kong Dongguan Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0001-9974-148X","affiliations":[{"raw_affiliation_string":"Center for Computer Science and Information Technology, City University of Hong Kong Dongguan Research Institute, China","institution_ids":["https://openalex.org/I4210124427","https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005395418","display_name":"Yao Hu","orcid":"https://orcid.org/0000-0002-5477-8753"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Yao Hu","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","City University of Hong Kong, Shenzhen Research Institute, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5477-8753","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong, Shenzhen Research Institute, Shenzhen, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448617","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0003-1926-3321"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","City University of Hong Kong, Shenzhen Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0003-1926-3321","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong, Shenzhen Research Institute, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050606600","display_name":"Xiaoming Xue","orcid":"https://orcid.org/0000-0001-6836-7245"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Xiaoming Xue","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","City University of Hong Kong, Shenzhen Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0001-6836-7245","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong, Shenzhen Research Institute, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052762681","display_name":"Zexuan Zhu","orcid":"https://orcid.org/0000-0001-8479-6904"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zexuan Zhu","raw_affiliation_strings":["National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, China","College of Computer Science and Software Engineering, Shenzhen University, China"],"raw_orcid":"https://orcid.org/0000-0001-8479-6904","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035185924","display_name":"Linqi Song","orcid":"https://orcid.org/0000-0003-2756-4984"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I4210105229","display_name":"City University of Hong Kong, Shenzhen Research Institute","ror":"https://ror.org/00xc0ma20","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210105229"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Linqi Song","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","City University of Hong Kong, Shenzhen Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0003-2756-4984","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, SAR, Hong KongChina","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"City University of Hong Kong, Shenzhen Research Institute, China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210105229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kay Chen Tan","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, SAR, Hong KongChina"],"raw_orcid":"https://orcid.org/0000-0002-6802-2463","affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, SAR, Hong KongChina","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083469101"],"corresponding_institution_ids":["https://openalex.org/I168719708","https://openalex.org/I4210124427"],"apc_list":null,"apc_paid":null,"fwci":10.269,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.9852151,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"70","issue":"4","first_page":"1137","last_page":"1149"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.25850000977516174,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.25850000977516174,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.11230000108480453,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.10419999808073044,"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/computer-science","display_name":"Computer science","score":0.7621843814849854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6534338593482971},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6415776014328003},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5740097761154175},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4893285632133484},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46302810311317444},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.36257216334342957},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08544400334358215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7621843814849854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6534338593482971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6415776014328003},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5740097761154175},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4893285632133484},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46302810311317444},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.36257216334342957},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08544400334358215},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000067877","descriptor_name":"Autism Spectrum Disorder","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2022.3210940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2022.3210940","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:36178988","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36178988","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2038157767","display_name":null,"funder_award_id":"61876162","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2757623951","display_name":null,"funder_award_id":"U21A20512","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2840727465","display_name":"\u57fa\u4e8e\u81ea\u7ec4\u88c5\u53c2\u8003\u57fa\u56e0\u7ec4\u7684\u9ad8\u901a\u91cf\u957f\u8bfb\u6d4b\u5e8f\u6570\u636e\u538b\u7f29\u548c\u6bd4\u5bf9\u96c6\u6210\u7814\u7a76","funder_award_id":"61871272","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3852789963","display_name":null,"funder_award_id":"62202399","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1882958252","https://openalex.org/W2001675797","https://openalex.org/W2111902267","https://openalex.org/W2112796928","https://openalex.org/W2122457251","https://openalex.org/W2159291411","https://openalex.org/W2167868121","https://openalex.org/W2172238182","https://openalex.org/W2187089797","https://openalex.org/W2314945771","https://openalex.org/W2337323496","https://openalex.org/W2473418344","https://openalex.org/W2753709519","https://openalex.org/W2783538964","https://openalex.org/W2801608121","https://openalex.org/W2809290718","https://openalex.org/W2884800978","https://openalex.org/W2897230576","https://openalex.org/W2913340405","https://openalex.org/W2949271836","https://openalex.org/W2952802422","https://openalex.org/W2954801211","https://openalex.org/W2962858109","https://openalex.org/W2967492342","https://openalex.org/W2998045710","https://openalex.org/W3005680577","https://openalex.org/W3018464563","https://openalex.org/W3020893582","https://openalex.org/W3040685212","https://openalex.org/W3041236926","https://openalex.org/W3044779191","https://openalex.org/W3045674654","https://openalex.org/W3081164334","https://openalex.org/W3081188215","https://openalex.org/W3089578458","https://openalex.org/W3113072930","https://openalex.org/W3126804736","https://openalex.org/W3130794141","https://openalex.org/W3162039091","https://openalex.org/W4287812705","https://openalex.org/W4288346602","https://openalex.org/W4318619660","https://openalex.org/W6639480849","https://openalex.org/W6683633756","https://openalex.org/W6728757088","https://openalex.org/W6758745068","https://openalex.org/W6763094690","https://openalex.org/W6763192249","https://openalex.org/W6774314701","https://openalex.org/W6776700526"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W2803309984","https://openalex.org/W2963872552","https://openalex.org/W2237537322","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4301248618","https://openalex.org/W2950678851","https://openalex.org/W2951720331"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Deep":[1],"learning":[2,50,82],"(DL)":[3],"techniques":[4],"have":[5],"been":[6],"introduced":[7],"to":[8,45,56,85,107],"assist":[9],"doctors":[10],"in":[11,58,123,177,214],"the":[12,23,30,53,67,116,135,159,194,210,220],"interpretation":[13],"of":[14,26,33,72,119,131,166,223],"medical":[15,27],"images":[16,28],"by":[17],"detecting":[18],"image-derived":[19],"phenotype":[20],"abnormality.":[21],"Yet":[22],"privacy-preserving":[24],"policy":[25],"disables":[29],"effective":[31,79],"training":[32,54],"DL":[34],"model":[35,147],"using":[36],"sufficiently":[37],"large":[38],"datasets.":[39],"As":[40],"a":[41,127],"decentralized":[42],"computing":[43],"paradigm":[44],"address":[46],"this":[47],"issue,":[48],"federated":[49,80,100,128,152,200],"(FL)":[51],"allows":[52],"process":[55],"occur":[57],"individual":[59],"institutions":[60],"with":[61],"local":[62],"datasets,":[63,158],"and":[64,151,173,184],"then":[65],"aggregates":[66],"resultant":[68],"weights":[69],"without":[70],"risk":[71],"privacy":[73,149],"leakage.":[74],"METHODS:":[75],"We":[76],"propose":[77],"an":[78],"multi-task":[81],"(MTL)":[83],"framework":[84,140,161,190],"jointly":[86],"identify":[87],"multiple":[88],"related":[89,215],"mental":[90,216],"disorders":[91,217],"based":[92],"on":[93],"functional":[94],"magnetic":[95],"resonance":[96],"imaging":[97],"data.":[98],"A":[99],"contrastive":[101],"learning-based":[102],"feature":[103],"extractor":[104],"is":[105],"developed":[106],"extract":[108],"high-level":[109],"features":[110],"across":[111],"client":[112],"models.":[113],"To":[114],"ease":[115,193],"optimization":[117],"conflicts":[118],"updating":[120],"shared":[121,213],"parameters":[122],"MTL,":[124],"we":[125],"present":[126],"multi-gate":[129],"mixture":[130],"expert":[132],"classifier":[133],"for":[134,218],"joint":[136],"classification.":[137],"The":[138,188,203],"proposed":[139,160,189],"also":[141],"provides":[142,206],"practical":[143],"modules,":[144],"including":[145],"personalized":[146],"learning,":[148],"protection,":[150],"biomarker":[153],"interpretation.":[154],"RESULTS:":[155],"On":[156],"real-world":[157],"achieves":[162],"robust":[163],"diagnosis":[164],"accuracies":[165],"69.48":[167],"\u00b1":[168,171,175],"1.6%,":[169],"71.44":[170],"3.2%,":[172],"83.29":[174],"3.2%":[176],"autism":[178],"spectrum":[179],"disorder,":[180,183],"attention":[181],"deficit/hyperactivity":[182],"schizophrenia,":[185],"respectively.":[186],"CONCLUSION:":[187],"can":[191],"effectively":[192],"domain":[195],"shift":[196],"between":[197],"clients":[198],"via":[199],"MTL.":[201],"SIGNIFICANCE:":[202],"current":[204],"work":[205],"insights":[207],"into":[208],"exploiting":[209],"advantageous":[211],"knowledge":[212],"improving":[219],"generalization":[221],"capability":[222],"computer-aided":[224],"detection":[225],"approaches.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
