{"id":"https://openalex.org/W4296916441","doi":"https://doi.org/10.1109/tcbb.2022.3207352","title":"A Self-Supervised Learning Based Framework for Eyelid Malignant Melanoma Diagnosis in Whole Slide Images","display_name":"A Self-Supervised Learning Based Framework for Eyelid Malignant Melanoma Diagnosis in Whole Slide Images","publication_year":2022,"publication_date":"2022-09-22","ids":{"openalex":"https://openalex.org/W4296916441","doi":"https://doi.org/10.1109/tcbb.2022.3207352","pmid":"https://pubmed.ncbi.nlm.nih.gov/36136924"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2022.3207352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2022.3207352","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5054496955","display_name":"Zijing Jiang","orcid":"https://orcid.org/0000-0003-3467-0638"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijing Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-3467-0638","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101677811","display_name":"Linyan Wang","orcid":"https://orcid.org/0000-0001-8316-6994"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyan Wang","raw_affiliation_strings":["Department of Ophthalmology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-8316-6994","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352467","display_name":"Yaqi Wang","orcid":"https://orcid.org/0000-0002-4627-3392"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]},{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaqi Wang","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","Communication University of Zhejiang, College of Media Engineering, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4627-3392","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Communication University of Zhejiang, College of Media Engineering, Hangzhou, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032183209","display_name":"Gangyong Jia","orcid":"https://orcid.org/0000-0002-2944-4006"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangyong Jia","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-2944-4006","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082199637","display_name":"Guodong Zeng","orcid":"https://orcid.org/0000-0002-6286-9401"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Guodong Zeng","raw_affiliation_strings":["Sitem Center for Translational Medicine and Biomedical Entrepreneurship, University of Bern, Bern, Switzerland","Sitem Center for Translational Medicine and Biomedical Entrepreneurship, University of Bern, Switzerland, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6286-9401","affiliations":[{"raw_affiliation_string":"Sitem Center for Translational Medicine and Biomedical Entrepreneurship, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Sitem Center for Translational Medicine and Biomedical Entrepreneurship, University of Bern, Switzerland, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087368642","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9115-3755"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Zhejiang University City College, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-9115-3755","affiliations":[{"raw_affiliation_string":"Zhejiang University City College, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690428","display_name":"Yunxiang Li","orcid":"https://orcid.org/0000-0003-0622-4710"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxiang Li","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-0622-4710","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101828364","display_name":"Dechao Chen","orcid":"https://orcid.org/0000-0002-5171-1414"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dechao Chen","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-5171-1414","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086920502","display_name":"Guiping Qian","orcid":"https://orcid.org/0000-0003-0718-6488"},"institutions":[{"id":"https://openalex.org/I4210141176","display_name":"Communication University of Zhejiang","ror":"https://ror.org/04t7gxr16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiping Qian","raw_affiliation_strings":["Communication University of Zhejiang, College of Media Engineering, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-0718-6488","affiliations":[{"raw_affiliation_string":"Communication University of Zhejiang, College of Media Engineering, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210141176"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061363755","display_name":"Qun Jin","orcid":"https://orcid.org/0000-0002-1325-4275"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qun Jin","raw_affiliation_strings":["Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Tokorozawa, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1325-4275","affiliations":[{"raw_affiliation_string":"Department of Human Informatics and Cognitive Sciences, Faculty of Human Sciences, Waseda University, Tokorozawa, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8203,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7413706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"4","first_page":"701","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7863576412200928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6718364953994751},{"id":"https://openalex.org/keywords/eyelid","display_name":"Eyelid","score":0.647146463394165},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5376549959182739},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5083467364311218},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.508188009262085},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5039789080619812},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5018751621246338},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4587417542934418},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2185674011707306},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.16251835227012634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12645283341407776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7863576412200928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6718364953994751},{"id":"https://openalex.org/C2781302119","wikidata":"https://www.wikidata.org/wiki/Q48228","display_name":"Eyelid","level":2,"score":0.647146463394165},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5376549959182739},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5083467364311218},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.508188009262085},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5039789080619812},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5018751621246338},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4587417542934418},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2185674011707306},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.16251835227012634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12645283341407776},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005142","descriptor_name":"Eyelid Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005142","descriptor_name":"Eyelid Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005142","descriptor_name":"Eyelid Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005142","descriptor_name":"Eyelid Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005142","descriptor_name":"Eyelid Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2022.3207352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2022.3207352","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:36136924","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36136924","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.550000011920929,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2147916514","display_name":null,"funder_award_id":"LGG20F020001","funder_id":"https://openalex.org/F4320338468","funder_display_name":"Basic Public Welfare Research Program of Zhejiang Province"},{"id":"https://openalex.org/G4299053391","display_name":null,"funder_award_id":"2019YFC0118404","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338468","display_name":"Basic Public Welfare Research Program of Zhejiang Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1988189270","https://openalex.org/W1989099193","https://openalex.org/W1999299660","https://openalex.org/W2015346646","https://openalex.org/W2038125828","https://openalex.org/W2053154970","https://openalex.org/W2054821087","https://openalex.org/W2063764814","https://openalex.org/W2134993189","https://openalex.org/W2152334724","https://openalex.org/W2194775991","https://openalex.org/W2470965540","https://openalex.org/W2474421929","https://openalex.org/W2752782242","https://openalex.org/W2781044200","https://openalex.org/W2805067537","https://openalex.org/W2806857275","https://openalex.org/W2885824038","https://openalex.org/W2944316131","https://openalex.org/W2952735543","https://openalex.org/W2963446712","https://openalex.org/W2966333895","https://openalex.org/W2997183977","https://openalex.org/W3020658411","https://openalex.org/W3027675307","https://openalex.org/W3032044812","https://openalex.org/W3035060554","https://openalex.org/W3035524453","https://openalex.org/W3087334746","https://openalex.org/W3093261564","https://openalex.org/W3093385833","https://openalex.org/W3120345372","https://openalex.org/W3120348542","https://openalex.org/W3120580444","https://openalex.org/W3127764565","https://openalex.org/W3128210037","https://openalex.org/W3133967528","https://openalex.org/W3148150040","https://openalex.org/W3171007011","https://openalex.org/W3171551969","https://openalex.org/W3212889265","https://openalex.org/W4200535742","https://openalex.org/W4205684145","https://openalex.org/W6637373629","https://openalex.org/W6721136770","https://openalex.org/W6762718338","https://openalex.org/W6776712338","https://openalex.org/W6779326418"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W1966446404","https://openalex.org/W122829529","https://openalex.org/W2358755282","https://openalex.org/W2300786168","https://openalex.org/W3034954687"],"abstract_inverted_index":{"Eyelid":[0],"malignant":[1],"melanoma":[2],"(MM)":[3],"is":[4,16,27,34,71,100,223,243],"a":[5,78,89,106,117,134,210,258],"rare":[6],"disease":[7,15],"with":[8,160],"high":[9,81,161],"mortality.":[10],"Accurate":[11],"diagnosis":[12,24,84,178,250],"of":[13,25,72,105,145,170,179,212,238,251,266],"such":[14],"important":[17],"but":[18],"challenging.":[19],"In":[20,86,152],"clinical":[21,270],"practice,":[22],"the":[23,39,114,125,167,171,175,180,236,244,254,264],"MM":[26,99,111,252],"currently":[28],"performed":[29],"manually":[30],"by":[31],"pathologists,":[32],"which":[33,58],"subjective":[35],"and":[36,80,116,133,148,163,177,198,205,256],"biased.":[37],"Since":[38],"heavy":[40],"manual":[41],"annotation":[42],"workload,":[43],"most":[44],"pathological":[45,146],"whole":[46],"slide":[47,126,206],"image":[48],"(WSI)":[49],"datasets":[50,188],"are":[51,138,214,232],"only":[52,209],"partially":[53],"labeled":[54],"(without":[55],"region":[56],"annotations),":[57],"cannot":[59],"be":[60,218],"directly":[61],"used":[62],"in":[63,269],"supervised":[64,200,227],"deep":[65],"learning.":[66],"For":[67],"these":[68],"reasons,":[69],"it":[70],"great":[73,259],"practical":[74],"significance":[75],"to":[76,140,165,173,226],"design":[77],"laborsaving":[79],"data":[82],"utilization":[83],"method.":[85],"this":[87,154],"paper,":[88],"self-supervised":[90,107],"learning":[91,142],"(SSL)":[92],"based":[93],"framework":[94,103,155],"for":[95,109,120,248],"automatically":[96],"detecting":[97,110],"eyelid":[98,181,255],"proposed.":[101],"The":[102],"consists":[104],"model":[108,119,150],"areas":[112,169],"at":[113,124,202,253],"patch-level":[115],"second":[118],"classifying":[121],"lesion":[122,172],"types":[123],"level.":[127],"A":[128],"squeeze-excitation":[129],"(SE)":[130],"attention":[131],"structure":[132,137],"feature-projection":[135],"(FP)":[136],"integrated":[139],"boost":[141],"on":[143,186,262],"details":[144],"images":[147],"improve":[149],"performance.":[151],"addition,":[153],"also":[156],"provides":[157],"visual":[158],"heatmaps":[159],"quality":[162],"reliability":[164],"highlight":[166],"likely":[168],"assist":[174],"evaluation":[176],"MM.":[182],"Extensive":[183],"experimental":[184],"results":[185],"different":[187],"show":[189],"that":[190,220],"our":[191,221,239,241],"proposed":[192],"method":[193,222,247],"outperforms":[194],"other":[195],"state-of-the-art":[196],"SSL":[197,246],"fully":[199,233],"methods":[201,228],"both":[203],"patch":[204],"levels":[207],"when":[208,229],"subset":[211],"WSIs":[213,231],"annotated.":[215,234],"It":[216],"should":[217],"noted":[219],"even":[224],"comparable":[225],"all":[230],"To":[235],"best":[237],"knowledge,":[240],"work":[242],"first":[245],"automatic":[249],"has":[257],"potential":[260],"impact":[261],"reducing":[263],"workload":[265],"human":[267],"annotations":[268],"practice.":[271]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
