{"id":"https://openalex.org/W7161869534","doi":"https://doi.org/10.1007/978-981-95-7141-3_28","title":"Ensemble Transformer-Based Multiple Instance Learning for\u00a0Predicting Neoadjuvant Chemotherapy Response from\u00a0Breast Cancer Biopsy Whole-Slide Images","display_name":"Ensemble Transformer-Based Multiple Instance Learning for\u00a0Predicting Neoadjuvant Chemotherapy Response from\u00a0Breast Cancer Biopsy Whole-Slide Images","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7161869534","doi":"https://doi.org/10.1007/978-981-95-7141-3_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-7141-3_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-7141-3_28","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/A5126658112","display_name":"Kaixin Du","orcid":null},"institutions":[{"id":"https://openalex.org/I1318643470","display_name":"Union Hospital","ror":"https://ror.org/01j7r2734","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1318643470"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixin Du","raw_affiliation_strings":["Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China","institution_ids":["https://openalex.org/I1318643470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126588692","display_name":"Kaining Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]},{"id":"https://openalex.org/I4210103620","display_name":"Zhangzhou Municipal Hospital of Fujian Province","ror":"https://ror.org/01cny4f98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103620"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaining Ye","raw_affiliation_strings":["Department of Pathology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China","institution_ids":["https://openalex.org/I129708740","https://openalex.org/I4210103620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121041529","display_name":"Z. Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]},{"id":"https://openalex.org/I4210134617","display_name":"Second Affiliated Hospital of Fujian Medical University","ror":"https://ror.org/03wnxd135","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210134617"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenshui Wu","raw_affiliation_strings":["Department of Pathology, Fujian Medical University Second Hospital, Quanzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Fujian Medical University Second Hospital, Quanzhou, Fujian, China","institution_ids":["https://openalex.org/I4210134617","https://openalex.org/I129708740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136559778","display_name":"Bing Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152358","display_name":"Xiamen Chang Gung Hospital","ror":"https://ror.org/048nc2z47","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210152358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Chen","raw_affiliation_strings":["Department of Thyroid and Breast Surgery, Xiamen Humanity Hospital, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Thyroid and Breast Surgery, Xiamen Humanity Hospital, Xiamen, China","institution_ids":["https://openalex.org/I4210152358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136600820","display_name":"Junqiang Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I1318643470","display_name":"Union Hospital","ror":"https://ror.org/01j7r2734","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1318643470"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqiang Hong","raw_affiliation_strings":["Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China","institution_ids":["https://openalex.org/I1318643470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136547000","display_name":"Zhongping Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]},{"id":"https://openalex.org/I4210103620","display_name":"Zhangzhou Municipal Hospital of Fujian Province","ror":"https://ror.org/01cny4f98","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103620"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongping Zhang","raw_affiliation_strings":["Department of Pathology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Zhangzhou Affiliated Hospital of Fujian Medical University, Zhangzhou, Fujian, China","institution_ids":["https://openalex.org/I129708740","https://openalex.org/I4210103620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017370710","display_name":"Yongliang Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I1318643470","display_name":"Union Hospital","ror":"https://ror.org/01j7r2734","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I1318643470"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongliang Dai","raw_affiliation_strings":["Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Xiamen Humanity Hospital, Xiamen, China","institution_ids":["https://openalex.org/I1318643470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136585821","display_name":"Xuehong Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I141882310","display_name":"Sapporo Medical University","ror":"https://ror.org/01h7cca57","country_code":"JP","type":"education","lineage":["https://openalex.org/I141882310"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xuehong Liao","raw_affiliation_strings":["Department of Pathology, Sapporo Medical University, Sapporo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Sapporo Medical University, Sapporo, Japan","institution_ids":["https://openalex.org/I141882310"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5136585821"],"corresponding_institution_ids":["https://openalex.org/I141882310"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95579062,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.6776999831199646,"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":0.6776999831199646,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.11320000141859055,"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/T10183","display_name":"Breast Cancer Treatment Studies","score":0.06109999865293503,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/breast-cancer","display_name":"Breast cancer","score":0.597100019454956},{"id":"https://openalex.org/keywords/complete-response","display_name":"Complete response","score":0.5101000070571899},{"id":"https://openalex.org/keywords/neoadjuvant-therapy","display_name":"Neoadjuvant therapy","score":0.4489000141620636},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.43700000643730164},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.4262000024318695},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.30959999561309814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.629800021648407},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.597100019454956},{"id":"https://openalex.org/C3019096185","wikidata":"https://www.wikidata.org/wiki/Q1340863","display_name":"Complete response","level":3,"score":0.5101000070571899},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5077999830245972},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4514999985694885},{"id":"https://openalex.org/C2778292576","wikidata":"https://www.wikidata.org/wiki/Q6991934","display_name":"Neoadjuvant therapy","level":4,"score":0.4489000141620636},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.43700000643730164},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.4262000024318695},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3644999861717224},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3452000021934509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33169999718666077},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.29429998993873596},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.28630000352859497},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.26249998807907104},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.258899986743927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-7141-3_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-7141-3_28","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2075894019","https://openalex.org/W2467606258","https://openalex.org/W2470965540","https://openalex.org/W2591292056","https://openalex.org/W2619779895","https://openalex.org/W2805734855","https://openalex.org/W2884561390","https://openalex.org/W3015357052","https://openalex.org/W3122861570","https://openalex.org/W3145417893","https://openalex.org/W4200028620","https://openalex.org/W4288809219","https://openalex.org/W4306825447","https://openalex.org/W4307399943","https://openalex.org/W4313495080","https://openalex.org/W4313889797","https://openalex.org/W4376255256","https://openalex.org/W4386726788","https://openalex.org/W4388630880","https://openalex.org/W4391431156","https://openalex.org/W4408923646","https://openalex.org/W4409709216","https://openalex.org/W4409875462","https://openalex.org/W4409982803"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}
