乐胖代购免代理版

{"id":"https://openalex.org/W4385478300","doi":"https://doi.org/10.1109/icasspw59220.2023.10193683","title":"Deep Generative Transfer Learning Predicts Conversion To Alzheimer\u2019S Disease From Neuroimaging Genomics Data","display_name":"Deep Generative Transfer Learning Predicts Conversion To Alzheimer\u2019S Disease From Neuroimaging Genomics Data","publication_year":2023,"publication_date":"2023-06-04","ids":{"openalex":"https://openalex.org/W4385478300","doi":"https://doi.org/10.1109/icasspw59220.2023.10193683"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw59220.2023.10193683","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5060511698","display_name":"G Dolci","orcid":"https://orcid.org/0009-0002-7817-7984"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]},{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"G. Dolci","raw_affiliation_strings":["Department of Computer Science, University of Verona, Italy","Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054525882","display_name":"Mustafizur Rahaman","orcid":"https://orcid.org/0000-0003-4677-9796"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.A. Rahaman","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082628560","display_name":"Ilaria Boscolo Galazzo","orcid":"https://orcid.org/0000-0002-4153-3749"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"I. Boscolo. Galazzo","raw_affiliation_strings":["Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091352402","display_name":"Federica Cruciani","orcid":"https://orcid.org/0000-0001-7258-1463"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Cruciani","raw_affiliation_strings":["Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010748227","display_name":"Anees Abrol","orcid":"https://orcid.org/0000-0001-9223-5314"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Abrol","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086789107","display_name":"J. Chen","orcid":"https://orcid.org/0009-0005-1674-325X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Chen","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444","https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019983016","display_name":"Zening Fu","orcid":"https://orcid.org/0000-0002-1591-4900"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Z. Fu","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046846201","display_name":"Kuaikuai Duan","orcid":"https://orcid.org/0000-0002-6008-7393"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Duan","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042078827","display_name":"Gloria Menegaz","orcid":"https://orcid.org/0000-0002-6889-3461"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Menegaz","raw_affiliation_strings":["Department of Computer Science, University of Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V.D. Calhoun","raw_affiliation_strings":["Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA"],"affiliations":[{"raw_affiliation_string":"Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Emory, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I4210133909","https://openalex.org/I130701444"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.352,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.606989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":68,"max":79},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9953,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9953,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9944,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.9778,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.61961675}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.81816036},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6528181},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.61961675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5490008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.53588},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.46658784},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30655462},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23456827},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12636092},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.11197001},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.054119915},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw59220.2023.10193683","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.81}],"grants":[{"funder":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation","award_id":null},{"funder":"https://openalex.org/F4320338440","funder_display_name":"HORIZON EUROPE Health","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":24,"referenced_works":["https://openalex.org/W1535448720","https://openalex.org/W1619016366","https://openalex.org/W1974874858","https://openalex.org/W1984163514","https://openalex.org/W2142367912","https://openalex.org/W2143285014","https://openalex.org/W2146089088","https://openalex.org/W2175191116","https://openalex.org/W2601418911","https://openalex.org/W2791282053","https://openalex.org/W2802245552","https://openalex.org/W281036081","https://openalex.org/W2908002252","https://openalex.org/W2962793481","https://openalex.org/W3048396787","https://openalex.org/W3117575391","https://openalex.org/W3127597934","https://openalex.org/W3154981153","https://openalex.org/W3185928481","https://openalex.org/W3197290161","https://openalex.org/W4211208097","https://openalex.org/W4213419041","https://openalex.org/W4223611754","https://openalex.org/W4311594442"],"related_works":["https://openalex.org/W4292199793","https://openalex.org/W2885663991","https://openalex.org/W2380075625","https://openalex.org/W2327340211","https://openalex.org/W2295388821","https://openalex.org/W2282195379","https://openalex.org/W2102312026","https://openalex.org/W2089784006","https://openalex.org/W2071433170","https://openalex.org/W2027542625"],"abstract_inverted_index":{"Alzheimer's":[0],"disease":[1],"(AD)":[2],"represents":[3],"nowadays":[4],"the":[5,19,50,68,102,106,110,118,154,167,177],"most":[6],"common":[7],"form":[8],"of":[9,49,70,101,170,181,183],"dementia":[10],"affecting":[11],"46":[12],"million":[13],"people":[14],"worldwide.":[15],"Important":[16],"insights":[17],"into":[18],"AD":[20,74,88,128],"continuum":[21],"are":[22],"currently":[23],"available":[24],"thanks":[25],"to":[26,37,87,109,163],"functional":[27],"and":[28,41,64,112,123,130],"structural":[29],"magnetic":[30],"resonance":[31],"imaging":[32,58],"(fMRI/sMRI)":[33],"techniques":[34],"which":[35,61],"allow":[36],"assess":[38],"brain":[39],"activity":[40],"cortical/subcortical":[42],"atrophy,":[43],"respectively,":[44],"being":[45],"now":[46],"established":[47],"biomarkers":[48],"AD.":[51],"In":[52],"this":[53,116],"paper":[54],"we":[55],"propose":[56],"an":[57,147],"genetics":[59,65],"framework":[60],"integrates":[62],"sMRI/fMRI":[63],"data":[66],"with":[67,161,185],"aim":[69],"discriminating":[71],"not":[72],"only":[73],"from":[75,90],"healthy":[76],"controls,":[77],"but":[78],"also":[79],"mild":[80],"cognitive":[81],"impairment":[82],"(MCI)":[83],"subjects":[84,145,184],"that":[85,92,153],"converted":[86],"(MCIc)":[89],"those":[91],"remained":[93],"stable":[94],"over":[95],"time":[96],"(MCInc).":[97],"This":[98],"is":[99],"one":[100],"main":[103],"challenges":[104],"in":[105,140,146,179],"state-of-the-art":[107,178],"owing":[108],"prognostic":[111],"treatment":[113],"impact.":[114],"To":[115],"end,":[117],"model":[119],"was":[120,134],"first":[121],"trained":[122],"tested":[124],"for":[125,136,172],"CN":[126],"versus":[127],"classification,":[129],"then":[131],"transfer":[132],"learning":[133],"exploited":[135],"assessing":[137],"its":[138],"performance":[139,160],"differentiating":[141],"MCIc":[142],"vs":[143],"MCInc":[144],"unseen":[148],"cohort.":[149],"Experimental":[150],"results":[151],"showed":[152],"proposed":[155],"method":[156],"allowed":[157],"reaching":[158],"competitive":[159],"respect":[162],"methods":[164],"relying":[165],"on":[166],"complete":[168],"set":[169],"modalities":[171],"each":[173],"subject,":[174],"while":[175],"outperforming":[176],"case":[180],"inclusion":[182],"missing":[186],"views.":[187]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4385478300","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2024-12-14T03:44:10.171596","created_date":"2023-08-03"}