{"id":"https://openalex.org/W2997334508","doi":"https://doi.org/10.1145/3364836.3364893","title":"Transfer Learning Models on Brain Age Prediction","display_name":"Transfer Learning Models on Brain Age Prediction","publication_year":2019,"publication_date":"2019-08-24","ids":{"openalex":"https://openalex.org/W2997334508","doi":"https://doi.org/10.1145/3364836.3364893","mag":"2997334508"},"language":"en","primary_location":{"id":"doi:10.1145/3364836.3364893","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3364836.3364893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Symposium on Image Computing and Digital Medicine","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/A5011396105","display_name":"Yanhao Ren","orcid":"https://orcid.org/0000-0003-4691-9437"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanhao Ren","raw_affiliation_strings":["School of Mathematical Sciences, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036522374","display_name":"Qiang Luo","orcid":"https://orcid.org/0000-0002-0426-6039"},"institutions":[{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Luo","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451871","display_name":"Weikang Gong","orcid":"https://orcid.org/0009-0004-7434-4575"},"institutions":[{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]},{"id":"https://openalex.org/I4210085920","display_name":"Shanghai Institute for Science of Science","ror":"https://ror.org/004srxn73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210085920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weikang Gong","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I4210085920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030103251","display_name":"Wenlian Lu","orcid":"https://orcid.org/0000-0003-1880-6240"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenlian Lu","raw_affiliation_strings":["School of Mathematical Sciences, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011396105"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72384291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"278","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.994700014591217,"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":0.994700014591217,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9890999794006348,"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":0.9793999791145325,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6286550164222717},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.48781970143318176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4110441505908966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32047373056411743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6286550164222717},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.48781970143318176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4110441505908966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32047373056411743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3364836.3364893","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3364836.3364893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Third International Symposium on Image Computing and Digital Medicine","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W64751167","https://openalex.org/W1836465849","https://openalex.org/W1984111997","https://openalex.org/W2108103428","https://openalex.org/W2113127248","https://openalex.org/W2137512539","https://openalex.org/W2167579130","https://openalex.org/W2579617530","https://openalex.org/W2581082771","https://openalex.org/W2602552939"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0],"early":[1],"diagnosis":[2],"and":[3,16,91,109],"intervention":[4],"for":[5,48],"neurological":[6],"diseases":[7],"such":[8,106],"as":[9,107],"Alzheimer's":[10],"disease":[11],"has":[12],"been":[13],"becoming":[14],"more":[15,17],"important":[18],"in":[19,125],"medical":[20],"treatment.":[21],"Some":[22],"state-of-the-art":[23],"studies":[24],"have":[25,44],"shown":[26],"that":[27,111],"people":[28,38],"with":[29,127],"an":[30],"older":[31],"brain-age,":[32],"i.e.,":[33],"degenerating":[34],"faster,":[35],"than":[36,120],"control":[37],"of":[39,69,73,77,130],"the":[40,75,101,121,134],"same":[41],"age,":[42],"may":[43],"a":[45,56,60,81,87,128],"larger":[46],"risk":[47],"cognitive":[49],"decline.":[50],"In":[51],"this":[52,78,112],"paper,":[53],"we":[54],"propose":[55],"method":[57],"to":[58,62],"build":[59],"model":[61,79,115],"predict":[63],"brain":[64],"age":[65],"by":[66],"end-to-end":[67],"training":[68],"preprocessed":[70],"MRI":[71],"scans,":[72],"which":[74],"backbone":[76],"is":[80],"3D-CNN.":[82],"We":[83,99],"firstly":[84],"train":[85],"on":[86,95,103],"large-scale":[88],"dataset:":[89],"UkBiobank,":[90],"conduct":[92],"transfer":[93,113],"learning":[94,114],"specific":[96],"small":[97,104],"datasets.":[98],"illustrate":[100],"performance":[102,119],"datasets":[105],"NKI":[108],"Cambridge":[110],"can":[116],"achieve":[117],"better":[118],"baseline":[122],"methods":[123],"reported":[124],"literature,":[126],"MAE":[129],"4.20":[131],"years":[132],"at":[133],"top":[135],"model.":[136]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}