{"id":"https://openalex.org/W4387425106","doi":"https://doi.org/10.1007/978-981-99-7074-2_12","title":"Multi-class Cancer Classification of\u00a0Whole Slide Images Through Transformer and\u00a0Multiple Instance Learning","display_name":"Multi-class Cancer Classification of\u00a0Whole Slide Images Through Transformer and\u00a0Multiple Instance Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387425106","doi":"https://doi.org/10.1007/978-981-99-7074-2_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-7074-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7074-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5050321537","display_name":"Haijing Luan","orcid":"https://orcid.org/0000-0002-7290-2236"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijing Luan","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","University of Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7290-2236","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071113184","display_name":"Taiyuan Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Taiyuan Hu","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","University of Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077014695","display_name":"Jifang Hu","orcid":"https://orcid.org/0009-0002-6254-1251"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifang Hu","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","University of Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-6254-1251","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046581897","display_name":"Ruilin Li","orcid":"https://orcid.org/0000-0001-9593-1235"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruilin Li","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9593-1235","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079997151","display_name":"Detao Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Detao Ji","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","University of Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023261768","display_name":"Jiayin He","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayin He","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102274474","display_name":"Xiaohong Duan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaohong Duan","raw_affiliation_strings":["ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049138224","display_name":"Chunyan Yang","orcid":"https://orcid.org/0000-0003-3007-8661"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunyan Yang","raw_affiliation_strings":["ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080391451","display_name":"Yajun Gao","orcid":"https://orcid.org/0000-0003-4533-6061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yajun Gao","raw_affiliation_strings":["ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100550089","display_name":"Fan Chen","orcid":"https://orcid.org/0009-0008-0872-945X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fan Chen","raw_affiliation_strings":["ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ChosenMed Technology (Beijing) Co., Ltd., 100176, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008702128","display_name":"Beifang Niu","orcid":"https://orcid.org/0000-0002-7448-7793"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Beifang Niu","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","University of Chinese Academy of Sciences, 100190, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7448-7793","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008702128"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210108629","https://openalex.org/I4210165038"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9952,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88499114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9987999796867371,"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":0.9987999796867371,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9984999895095825,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.8047226667404175},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6463363766670227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6371163129806519},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.5278584361076355},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.4920641779899597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4766881465911865},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4227238595485687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33545395731925964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8047226667404175},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6463363766670227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6371163129806519},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.5278584361076355},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.4920641779899597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4766881465911865},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4227238595485687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33545395731925964},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-7074-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-7074-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1945608308","https://openalex.org/W1946635378","https://openalex.org/W2269649163","https://openalex.org/W2344654247","https://openalex.org/W2900224209","https://openalex.org/W2963803174","https://openalex.org/W3037083567","https://openalex.org/W3046154346","https://openalex.org/W3085139254","https://openalex.org/W3094502228","https://openalex.org/W3096609285","https://openalex.org/W3114070588","https://openalex.org/W3135547872","https://openalex.org/W3159302505","https://openalex.org/W3176719058","https://openalex.org/W3211647829","https://openalex.org/W4281257868","https://openalex.org/W4293861233","https://openalex.org/W6600109629","https://openalex.org/W6600569476","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W2012785328","https://openalex.org/W2015184777","https://openalex.org/W962287279","https://openalex.org/W3112734853","https://openalex.org/W2342558870"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
