{"id":"https://openalex.org/W4400490530","doi":"https://doi.org/10.1109/cscwd61410.2024.10580737","title":"MAT-VIT:A Vision Transformer with MAE-Based Self-Supervised Auxiliary Task for Medical Image Classification","display_name":"MAT-VIT:A Vision Transformer with MAE-Based Self-Supervised Auxiliary Task for Medical Image Classification","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400490530","doi":"https://doi.org/10.1109/cscwd61410.2024.10580737"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071053999","display_name":"Yufei Han","orcid":"https://orcid.org/0000-0002-3492-328X"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufei Han","raw_affiliation_strings":["Dongguan University of Technology,Dongguan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Dongguan,China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021104232","display_name":"Haoyuan Chen","orcid":"https://orcid.org/0009-0007-8099-0313"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyuan Chen","raw_affiliation_strings":["Dongguan University of Technology,Dongguan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Dongguan,China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114065579","display_name":"Linwei Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linwei Yao","raw_affiliation_strings":["Dongguan University of Technology,Dongguan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Dongguan,China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100723030","display_name":"Kuan Li","orcid":"https://orcid.org/0000-0002-3272-4084"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuan Li","raw_affiliation_strings":["Dongguan University of Technology,Dongguan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Dongguan,China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089193327","display_name":"Jianping Yin","orcid":"https://orcid.org/0000-0002-5474-4764"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Yin","raw_affiliation_strings":["Dongguan University of Technology,Dongguan,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology,Dongguan,China","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2799850029"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2046","last_page":"2052"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7063999772071838,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7063999772071838,"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/transformer","display_name":"Transformer","score":0.5907146334648132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5869709849357605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5468870401382446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4484788775444031},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41965818405151367},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3537200689315796},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18994140625},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11418154835700989},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09344518184661865}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5907146334648132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5869709849357605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5468870401382446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4484788775444031},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41965818405151367},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3537200689315796},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18994140625},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11418154835700989},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09344518184661865}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2809290718","https://openalex.org/W2896457183","https://openalex.org/W2913340405","https://openalex.org/W2963341924","https://openalex.org/W3035725276","https://openalex.org/W3087931390","https://openalex.org/W3094502228","https://openalex.org/W3170863103","https://openalex.org/W4294623686","https://openalex.org/W4312804044","https://openalex.org/W4313156423","https://openalex.org/W6717697761","https://openalex.org/W6726945602","https://openalex.org/W6755207826","https://openalex.org/W6784333009","https://openalex.org/W6796761347","https://openalex.org/W6894181949","https://openalex.org/W6927646675"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"the":[1,34],"current":[2],"clinical":[3],"healthcare":[4],"environment,":[5],"there":[6,12],"is":[7,13,108],"often":[8],"a":[9,14,21,56,72,77,82],"challenge":[10],"where":[11],"wealth":[15],"of":[16,23,36,124],"unlabeled":[17,97],"medical":[18,29,65,100,114],"images,":[19,101],"but":[20],"shortage":[22],"labeled":[24,99],"images":[25],"specific":[26],"to":[27],"particular":[28],"cases.":[30],"This":[31,43,68],"limitation":[32],"restricts":[33],"improvement":[35],"training":[37],"effectiveness":[38],"for":[39,64],"deep":[40],"learning":[41,48,144],"models.":[42],"paper,":[44],"starting":[45],"from":[46,52],"self-supervised":[47,59,73,125,143],"and":[49,76,88,98,129,142],"drawing":[50],"inspiration":[51],"multi-task":[53],"learning,":[54],"explores":[55],"Vision":[57],"Transformer-based":[58],"auxiliary":[60,74,126],"task":[61,75,118,127],"using":[62,81,120,139],"MAE":[63],"image":[66,115],"classification.":[67],"model":[69,107],"establishes":[70],"both":[71,96,140],"supervised":[78,141],"primary":[79,117],"task,":[80],"shared-weight":[83],"VIT":[84,136],"(Vision":[85],"Transformer)":[86],"encoder":[87],"synchronously":[89],"updating":[90],"network":[91],"parameters.":[92],"It":[93],"effectively":[94],"leverages":[95],"resulting":[102],"in":[103,130],"promising":[104],"outcomes.":[105],"The":[106],"alternately":[109],"tested":[110],"on":[111],"two":[112],"different":[113,122],"classification":[116],"datasets":[119],"three":[121],"types":[123],"sets,":[128],"most":[131],"cases,":[132],"it":[133],"outperforms":[134],"pure":[135],"models":[137],"trained":[138],"methods":[145],"under":[146],"similar":[147],"conditions.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
