{"id":"https://openalex.org/W7129102748","doi":"https://doi.org/10.1016/j.bspc.2026.109938","title":"Classification of myopic maculopathy based on knowledge distillation and self-supervised learning","display_name":"Classification of myopic maculopathy based on knowledge distillation and self-supervised learning","publication_year":2026,"publication_date":"2026-02-16","ids":{"openalex":"https://openalex.org/W7129102748","doi":"https://doi.org/10.1016/j.bspc.2026.109938"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.109938","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.109938","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","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/A5126084814","display_name":"Zelin Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zelin Yu","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126167548","display_name":"Ying Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210135742","display_name":"Shanghai First People's Hospital","ror":"https://ror.org/04a46mh28","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210135742"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Fan","raw_affiliation_strings":["Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210135742","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126142020","display_name":"Weixin Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixin Ding","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0003-7926-6660","affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019501766","display_name":"Siheng Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siheng Zhou","raw_affiliation_strings":["Dental & Ophthalmic Clinic of Putuo District, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dental & Ophthalmic Clinic of Putuo District, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048091475","display_name":"Fei Shi","orcid":"https://orcid.org/0000-0002-8878-6655"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Shi","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126096444","display_name":"Xinjian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjian Chen","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","The State Key Laboratory of Radiation Medicine and Protection, Soochow University, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"The State Key Laboratory of Radiation Medicine and Protection, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031688232","display_name":"Dehui Xiang","orcid":"https://orcid.org/0000-0001-7873-9778"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dehui Xiang","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126148909","display_name":"Tao Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Peng","raw_affiliation_strings":["The School of Future Science and Engineering, Soochow University, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Future Science and Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126072979","display_name":"Weifang Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weifang Zhu","raw_affiliation_strings":["MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-9540-4101","affiliations":[{"raw_affiliation_string":"MIPAV Lab, the School of Electronic and Information Engineering, Soochow University, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5126072979"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28936673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"119","issue":null,"first_page":"109938","last_page":"109938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9297999739646912,"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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9297999739646912,"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/T10381","display_name":"Ophthalmology and Visual Impairment Studies","score":0.02449999935925007,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.00989999994635582,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/discriminative-model","display_name":"Discriminative model","score":0.7372000217437744},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.546500027179718},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5382000207901001},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5012000203132629},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.4526999890804291},{"id":"https://openalex.org/keywords/maculopathy","display_name":"Maculopathy","score":0.3962000012397766},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.38940000534057617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7511000037193298},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7372000217437744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7329000234603882},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.546500027179718},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5382000207901001},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5012000203132629},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.4526999890804291},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4041999876499176},{"id":"https://openalex.org/C2781116099","wikidata":"https://www.wikidata.org/wiki/Q3842207","display_name":"Maculopathy","level":4,"score":0.3962000012397766},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.30630001425743103},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.29919999837875366},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2678000032901764}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.109938","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.109938","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6816273331642151,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1969496006","https://openalex.org/W2041352300","https://openalex.org/W2154371500","https://openalex.org/W2263495255","https://openalex.org/W2403304358","https://openalex.org/W2426274714","https://openalex.org/W2520774990","https://openalex.org/W2766069452","https://openalex.org/W2783461758","https://openalex.org/W2795151768","https://openalex.org/W2804179870","https://openalex.org/W2884300244","https://openalex.org/W2905395078","https://openalex.org/W2905726506","https://openalex.org/W2982157312","https://openalex.org/W2987861506","https://openalex.org/W3131882470","https://openalex.org/W3145450063","https://openalex.org/W3155216088","https://openalex.org/W3159481202","https://openalex.org/W3164440025","https://openalex.org/W3211328931","https://openalex.org/W4206750494","https://openalex.org/W4212875960","https://openalex.org/W4220806015","https://openalex.org/W4221138790","https://openalex.org/W4255271122","https://openalex.org/W4281400392","https://openalex.org/W4282963361","https://openalex.org/W4295940440","https://openalex.org/W4296120703","https://openalex.org/W4304820669","https://openalex.org/W4307972630","https://openalex.org/W4311286796","https://openalex.org/W4312312750","https://openalex.org/W4312428231","https://openalex.org/W4312804044","https://openalex.org/W4313156423","https://openalex.org/W4313527355","https://openalex.org/W4316036228","https://openalex.org/W4317207118","https://openalex.org/W4380628094","https://openalex.org/W4385230639","https://openalex.org/W4386076617","https://openalex.org/W4386221015","https://openalex.org/W4386697749","https://openalex.org/W4391582571","https://openalex.org/W4408186495"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-18T06:20:13.636215","created_date":"2026-02-17T00:00:00"}
