{"id":"https://openalex.org/W4401750240","doi":"https://doi.org/10.1109/tmi.2024.3447672","title":"Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification","display_name":"Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401750240","doi":"https://doi.org/10.1109/tmi.2024.3447672","pmid":"https://pubmed.ncbi.nlm.nih.gov/39172602"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3447672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3447672","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","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/A5074843818","display_name":"Kunming Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kunming Tang","raw_affiliation_strings":["Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016853247","display_name":"Zhiguo Jiang","orcid":"https://orcid.org/0000-0001-8786-2540"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguo Jiang","raw_affiliation_strings":["Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8786-2540","affiliations":[{"raw_affiliation_string":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101486445","display_name":"Kun Wu","orcid":"https://orcid.org/0009-0008-3029-398X"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wu","raw_affiliation_strings":["Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-3029-398X","affiliations":[{"raw_affiliation_string":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690274","display_name":"Jun Shi","orcid":"https://orcid.org/0000-0003-2945-7795"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Shi","raw_affiliation_strings":["School of Software, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-2945-7795","affiliations":[{"raw_affiliation_string":"School of Software, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052196775","display_name":"Fengying Xie","orcid":"https://orcid.org/0000-0002-5681-2345"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengying Xie","raw_affiliation_strings":["Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5681-2345","affiliations":[{"raw_affiliation_string":"Image Processing Center, School of Astronautics, and Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391900","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0002-2000-3255"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China","Department of Pathology, the First Affiliated Hospital of USTC, Division of Life Seciences and Medicine, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-2000-3255","affiliations":[{"raw_affiliation_string":"Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Pathology, the First Affiliated Hospital of USTC, Division of Life Seciences and Medicine, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004478603","display_name":"Haibo Wu","orcid":"https://orcid.org/0000-0003-0817-9191"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Wu","raw_affiliation_strings":["Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China","Department of Pathology, the First Affiliated Hospital of USTC, Division of Life Seciences and Medicine, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, The First Affiliated Hospital of USTC, and the Intelligent Pathology Institute, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Department of Pathology, the First Affiliated Hospital of USTC, Division of Life Seciences and Medicine, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009630205","display_name":"Yushan Zheng","orcid":"https://orcid.org/0000-0003-3302-0481"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yushan Zheng","raw_affiliation_strings":["Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","School of Engineering Medicine, Beijing Advanced Innovation Center on Biomedical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3302-0481","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center on Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Engineering Medicine, Beijing Advanced Innovation Center on Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5074843818"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":3.2882,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93012857,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"44","issue":"1","first_page":"462","last_page":"474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9914000034332275,"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":0.9914000034332275,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9531999826431274,"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":0.9264000058174133,"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/computer-science","display_name":"Computer science","score":0.6385037899017334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6370707154273987},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5798054337501526},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5766211152076721},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.4886019825935364},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4135435223579407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3340187668800354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27014559507369995},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08859574794769287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6385037899017334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6370707154273987},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5798054337501526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5766211152076721},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.4886019825935364},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4135435223579407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3340187668800354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27014559507369995},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08859574794769287},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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":"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":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006651","descriptor_name":"Histocytochemistry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3447672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3447672","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39172602","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39172602","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 transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1052409875","display_name":null,"funder_award_id":"JZ2022HGTB0285","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2046272663","display_name":null,"funder_award_id":"61906058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G226434090","display_name":null,"funder_award_id":"7242270","funder_id":"https://openalex.org/F4320334977","funder_display_name":"Beijing Municipal Natural Science Foundation"},{"id":"https://openalex.org/G491466377","display_name":null,"funder_award_id":"2021YFF1201000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G673582862","display_name":null,"funder_award_id":"62171007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7089223063","display_name":null,"funder_award_id":"61901018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8575343439","display_name":null,"funder_award_id":"YWF-23-Q-1075","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334977","display_name":"Beijing Municipal Natural Science Foundation","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W343636949","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2772723798","https://openalex.org/W2798991696","https://openalex.org/W2956228567","https://openalex.org/W2962824366","https://openalex.org/W2969278648","https://openalex.org/W3018265077","https://openalex.org/W3034781633","https://openalex.org/W3035524453","https://openalex.org/W3096831136","https://openalex.org/W3114632476","https://openalex.org/W3135547872","https://openalex.org/W3145450063","https://openalex.org/W3159481202","https://openalex.org/W3171007011","https://openalex.org/W3176719058","https://openalex.org/W3185864054","https://openalex.org/W3203770998","https://openalex.org/W4221161256","https://openalex.org/W4284713902","https://openalex.org/W4291021272","https://openalex.org/W4295917821","https://openalex.org/W4295935507","https://openalex.org/W4296693015","https://openalex.org/W4298395281","https://openalex.org/W4304014045","https://openalex.org/W4312468136","https://openalex.org/W4312765357","https://openalex.org/W4361215239","https://openalex.org/W4362601831","https://openalex.org/W4366779198","https://openalex.org/W4386065374","https://openalex.org/W4386076264","https://openalex.org/W4386076404","https://openalex.org/W4386362695","https://openalex.org/W4387211504","https://openalex.org/W4387211838","https://openalex.org/W4387259074","https://openalex.org/W4390706891","https://openalex.org/W4394618138","https://openalex.org/W4402263220","https://openalex.org/W6682250724","https://openalex.org/W6720208624","https://openalex.org/W6746638498","https://openalex.org/W6747701563","https://openalex.org/W6747899497","https://openalex.org/W6769908858","https://openalex.org/W6774670964","https://openalex.org/W6779997284","https://openalex.org/W6803426362","https://openalex.org/W6809805176"],"related_works":["https://openalex.org/W3039419443","https://openalex.org/W4386772532","https://openalex.org/W4393212117","https://openalex.org/W2115661411","https://openalex.org/W2399391471","https://openalex.org/W2400254106","https://openalex.org/W2970729894","https://openalex.org/W4381996710","https://openalex.org/W4294739205","https://openalex.org/W4308553438"],"abstract_inverted_index":{"Multiple":[0],"instance":[1],"learning":[2,36,57,123,169],"(MIL)":[3],"based":[4],"whole":[5],"slide":[6],"image":[7,60,65,167],"(WSI)":[8],"classification":[9,30,180],"is":[10,184],"often":[11],"carried":[12],"out":[13],"on":[14,32,49,58,145],"the":[15,73,76,83,89,102,105,158,162],"representations":[16,66,71,86],"of":[17,29,75,85,104],"patches":[18],"extracted":[19],"from":[20],"WSI":[21,106,179],"with":[22,55,124],"a":[23,45,52,94,113],"pre-trained":[24,48],"patch":[25,64,133],"encoder.":[26],"The":[27,140,152,182],"performance":[28,103,164],"relies":[31],"both":[33,132],"patch-level":[34,121],"representation":[35,122,127,168],"and":[37,67,136,170,173],"MIL":[38,42,77,96,150],"classifier":[39],"training.":[40],"Most":[41],"methods":[43,176],"utilize":[44],"frozen":[46],"model":[47,53],"ImageNet":[50],"or":[51],"trained":[54],"self-supervised":[56],"histopathology":[59,166],"dataset":[61],"to":[62],"extract":[63],"then":[68],"fix":[69],"these":[70],"in":[72,165],"training":[74,93],"classifiers":[78],"for":[79,92,120,131],"efficiency":[80],"consideration.":[81],"However,":[82],"invariance":[84],"cannot":[87],"meet":[88],"diversity":[90],"requirement":[91],"robust":[95],"classifier,":[97],"which":[98],"has":[99],"significantly":[100],"limited":[101],"classification.":[107],"In":[108],"this":[109],"paper,":[110],"we":[111],"propose":[112],"Self-Supervised":[114],"Representation":[115],"Distribution":[116],"Learning":[117],"framework":[118],"(SSRDL)":[119],"an":[125],"online":[126],"sampling":[128],"strategy":[129],"(ORS)":[130],"feature":[134],"extraction":[135],"WSI-level":[137],"data":[138,171],"augmentation.":[139],"proposed":[141,159],"method":[142,160],"was":[143],"evaluated":[144],"three":[146,149],"datasets":[147],"under":[148,177],"frameworks.":[151,181],"experimental":[153],"results":[154],"have":[155],"demonstrated":[156],"that":[157],"achieves":[161],"best":[163],"augmentation":[172],"outperforms":[174],"state-of-the-art":[175],"different":[178],"code":[183],"available":[185],"at":[186],"https://github.com/lazytkm/SSRDL.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":10}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}
