{"id":"https://openalex.org/W7128041053","doi":"https://doi.org/10.1016/j.eswa.2026.131462","title":"Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey","display_name":"Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey","publication_year":2026,"publication_date":"2026-02-06","ids":{"openalex":"https://openalex.org/W7128041053","doi":"https://doi.org/10.1016/j.eswa.2026.131462"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.131462","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131462","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-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/A5076478431","display_name":"Ernest Asimeng","orcid":"https://orcid.org/0009-0006-1427-8195"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ernest Asimeng","raw_affiliation_strings":["Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013"],"affiliations":[{"raw_affiliation_string":"Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125251047","display_name":"Jun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013"],"affiliations":[{"raw_affiliation_string":"Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125211038","display_name":"Kai Han","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Han","raw_affiliation_strings":["Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013"],"affiliations":[{"raw_affiliation_string":"Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015193450","display_name":"Chongwen Lyu","orcid":"https://orcid.org/0009-0007-0493-634X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongwen Lyu","raw_affiliation_strings":["Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013"],"affiliations":[{"raw_affiliation_string":"Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125208992","display_name":"Zhe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Liu","raw_affiliation_strings":["Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013"],"affiliations":[{"raw_affiliation_string":"Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China, 212013","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5125208992"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34283078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"313","issue":null,"first_page":"131462","last_page":"131462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.5218999981880188,"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":0.5218999981880188,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.10279999673366547,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.07599999755620956,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/autoencoder","display_name":"Autoencoder","score":0.5638999938964844},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.5200999975204468},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.4498000144958496},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.42179998755455017},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4174000024795532},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.40549999475479126},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.400299996137619},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.3847000002861023},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3720000088214874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8306000232696533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6381999850273132},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5638999938964844},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.5200999975204468},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.4498000144958496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43149998784065247},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.42179998755455017},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4174000024795532},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.40549999475479126},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.400299996137619},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3720000088214874},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.29580000042915344},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2630999982357025},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2624000012874603},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.2583000063896179}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.131462","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131462","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.4212004244327545}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W3120327591","https://openalex.org/W3164581645","https://openalex.org/W4206706211","https://openalex.org/W4223899585","https://openalex.org/W4312789082","https://openalex.org/W4323666146","https://openalex.org/W4327972770","https://openalex.org/W4360995299","https://openalex.org/W4362603432","https://openalex.org/W4367055910","https://openalex.org/W4377819235","https://openalex.org/W4379925208","https://openalex.org/W4381805720","https://openalex.org/W4385420376","https://openalex.org/W4385727973","https://openalex.org/W4386122082","https://openalex.org/W4387866574","https://openalex.org/W4388096202","https://openalex.org/W4388624634","https://openalex.org/W4388826394","https://openalex.org/W4388915238","https://openalex.org/W4389104929","https://openalex.org/W4390561780","https://openalex.org/W4391514872","https://openalex.org/W4392378852","https://openalex.org/W4393216673","https://openalex.org/W4393274212","https://openalex.org/W4394835773","https://openalex.org/W4394857089","https://openalex.org/W4396621542","https://openalex.org/W4399209391","https://openalex.org/W4400574916","https://openalex.org/W4401662021","https://openalex.org/W4402044634","https://openalex.org/W4403285678","https://openalex.org/W4405166442","https://openalex.org/W4405198691","https://openalex.org/W4405285388","https://openalex.org/W4406797838","https://openalex.org/W4409371312","https://openalex.org/W4410295143","https://openalex.org/W4410920152","https://openalex.org/W4412023112","https://openalex.org/W4414314424","https://openalex.org/W4414491454"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-02-07T00:00:00"}
