{"id":"https://openalex.org/W7166333620","doi":"https://doi.org/10.1016/j.eswa.2026.133387","title":"MedDATP: Adapting CLIP for few-shot medical image classification via domain adapter and task prompts","display_name":"MedDATP: Adapting CLIP for few-shot medical image classification via domain adapter and task prompts","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166333620","doi":"https://doi.org/10.1016/j.eswa.2026.133387"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.133387","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133387","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/A5005498479","display_name":"Zixun Zhang","orcid":"https://orcid.org/0000-0003-3141-1278"},"institutions":[{"id":"https://openalex.org/I4210092654","display_name":"Longgang Central Hospital","ror":"https://ror.org/00j5y7k81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092654"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixun Zhang","raw_affiliation_strings":["FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-3141-1278","affiliations":[{"raw_affiliation_string":"FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210092654"]},{"raw_affiliation_string":"School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114626333","display_name":"Yuncheng Jiang","orcid":"https://orcid.org/0009-0008-7658-6622"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuncheng Jiang","raw_affiliation_strings":["Department of General Surgery & Laboratory of Gastric Cancer, State Key Laboratory of Biotherapy, Collaborative Innovation Center of Biotherapy and Cancer Center, West China Hospital, Sichuan University, 24 South Section 1, 1st Ring Road, Chengdu, 610065, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0008-7658-6622","affiliations":[{"raw_affiliation_string":"Department of General Surgery & Laboratory of Gastric Cancer, State Key Laboratory of Biotherapy, Collaborative Innovation Center of Biotherapy and Cancer Center, West China Hospital, Sichuan University, 24 South Section 1, 1st Ring Road, Chengdu, 610065, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111761155","display_name":"Jun Wei","orcid":"https://orcid.org/0000-0002-1263-5260"},"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"]},{"id":"https://openalex.org/I4210164269","display_name":"Shenzhen Nanshan Center for Chronic Disease Control","ror":"https://ror.org/05h3xe829","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164269"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wei","raw_affiliation_strings":["Shenzhen University, 3688 Nanhai Avenue, Nanshan District, Shenzhen, 518060, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-1263-5260","affiliations":[{"raw_affiliation_string":"Shenzhen University, 3688 Nanhai Avenue, Nanshan District, Shenzhen, 518060, Guangdong, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210164269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010970485","display_name":"Huazhu Fu","orcid":"https://orcid.org/0000-0002-9702-5524"},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Huazhu Fu","raw_affiliation_strings":["Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way #16-16 Connexis, Singapore, 138632, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9702-5524","affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way #16-16 Connexis, Singapore, 138632, Singapore, Singapore","institution_ids":["https://openalex.org/I3004594783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009164482","display_name":"Shuguang Cui","orcid":"https://orcid.org/0000-0003-2608-775X"},"institutions":[{"id":"https://openalex.org/I4210092654","display_name":"Longgang Central Hospital","ror":"https://ror.org/00j5y7k81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092654"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Cui","raw_affiliation_strings":["FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-2608-775X","affiliations":[{"raw_affiliation_string":"FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210092654"]},{"raw_affiliation_string":"School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630043","display_name":"Tao Luo","orcid":"https://orcid.org/0000-0002-3415-3676"},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tao Luo","raw_affiliation_strings":["Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way #16-16 Connexis, Singapore, 138632, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3415-3676","affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing, A*STAR, 1 Fusionopolis Way #16-16 Connexis, Singapore, 138632, Singapore, Singapore","institution_ids":["https://openalex.org/I3004594783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100332625","display_name":"Zhen Li","orcid":"https://orcid.org/0000-0002-7669-2686"},"institutions":[{"id":"https://openalex.org/I4210092654","display_name":"Longgang Central Hospital","ror":"https://ror.org/00j5y7k81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092654"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Li","raw_affiliation_strings":["FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-7669-2686","affiliations":[{"raw_affiliation_string":"FNii-Shenzhen, 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210092654"]},{"raw_affiliation_string":"School of Science and Engineering, the Chinese University of Hong Kong (Shenzhen), 2001 Longxiang Boulevard, Longgang District, Shenzhen, 518172, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100332625"],"corresponding_institution_ids":["https://openalex.org/I4210092654","https://openalex.org/I4210116924"],"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":0.83358814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"332","issue":null,"first_page":"133387","last_page":"133387"},"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":0.802299976348877,"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":0.802299976348877,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.032999999821186066,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.02329999953508377,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adapter","display_name":"Adapter (computing)","score":0.8418999910354614},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.701200008392334},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6183000206947327},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5138000249862671},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3361000120639801}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8763999938964844},{"id":"https://openalex.org/C177284502","wikidata":"https://www.wikidata.org/wiki/Q1005390","display_name":"Adapter (computing)","level":2,"score":0.8418999910354614},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.701200008392334},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6183000206947327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6018000245094299},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.524399995803833},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5138000249862671},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.32019999623298645},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.30149999260902405},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27799999713897705}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.133387","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133387","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2344480160","https://openalex.org/W2794825826","https://openalex.org/W2970152602","https://openalex.org/W2995942064","https://openalex.org/W3010871530","https://openalex.org/W3037914312","https://openalex.org/W3044438666","https://openalex.org/W3175581533","https://openalex.org/W3198377975","https://openalex.org/W3211672850","https://openalex.org/W4200337431","https://openalex.org/W4294982544","https://openalex.org/W4304889743","https://openalex.org/W4306728644","https://openalex.org/W4317436377","https://openalex.org/W4386790226","https://openalex.org/W4394564372"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-04T06:09:54.619538","created_date":"2026-06-28T00:00:00"}