{"id":"https://openalex.org/W4407006167","doi":"https://doi.org/10.1007/s10489-025-06300-z","title":"Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis","display_name":"Multiple instance learning with hierarchical discrimination and smoothing attention for histopathological diagnosis","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4407006167","doi":"https://doi.org/10.1007/s10489-025-06300-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-06300-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06300-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065846668","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0003-0158-5330"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhao","raw_affiliation_strings":["Key Laboratory of System Control and Information Processing, Ministry of Education, 800 Dongchuan Road, Shanghai, 200240, China","School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China"],"raw_orcid":"https://orcid.org/0000-0003-0158-5330","affiliations":[{"raw_affiliation_string":"Key Laboratory of System Control and Information Processing, Ministry of Education, 800 Dongchuan Road, Shanghai, 200240, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031947021","display_name":"Zhikang Zhao","orcid":"https://orcid.org/0000-0002-6515-1454"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhikang Zhao","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111319915","display_name":"Xueru Song","orcid":"https://orcid.org/0009-0009-8893-9613"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueru Song","raw_affiliation_strings":["School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047846625","display_name":"Shiliang Sun","orcid":"https://orcid.org/0000-0001-7069-3752"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiliang Sun","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China","Key Laboratory of Advanced Theory and Application in Statistics and Data Science, Ministry of Education, 3663 North Zhongshan Road, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai, 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Advanced Theory and Application in Statistics and Data Science, Ministry of Education, 3663 North Zhongshan Road, Shanghai, 200062, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047846625"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I183067930"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.3465,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93088137,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"55","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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":0.993399977684021,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9925000071525574,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.917801022529602},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.7334581613540649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5719118118286133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39527300000190735},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38398975133895874},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2188013792037964}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.917801022529602},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7334581613540649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5719118118286133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39527300000190735},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38398975133895874},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2188013792037964}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-06300-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06300-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G6487037979","display_name":null,"funder_award_id":"62476089","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1945608308","https://openalex.org/W2103061399","https://openalex.org/W2110119381","https://openalex.org/W2194775991","https://openalex.org/W2403658856","https://openalex.org/W2531897166","https://openalex.org/W2765323541","https://openalex.org/W2767040509","https://openalex.org/W2956228567","https://openalex.org/W2964324957","https://openalex.org/W2986297814","https://openalex.org/W2997512706","https://openalex.org/W3042024476","https://openalex.org/W3090860227","https://openalex.org/W3128210037","https://openalex.org/W3131151352","https://openalex.org/W3132799678","https://openalex.org/W3135547872","https://openalex.org/W3176719058","https://openalex.org/W3184557372","https://openalex.org/W3214733388","https://openalex.org/W4224237659","https://openalex.org/W4283219407","https://openalex.org/W4285800602","https://openalex.org/W4293861233","https://openalex.org/W4295935507","https://openalex.org/W4308237656","https://openalex.org/W4312765357","https://openalex.org/W4312776869","https://openalex.org/W4313452946","https://openalex.org/W4319214685","https://openalex.org/W4362549991","https://openalex.org/W4379660110","https://openalex.org/W4380841362","https://openalex.org/W4385768167","https://openalex.org/W4386076087","https://openalex.org/W4388210672","https://openalex.org/W4390873172","https://openalex.org/W4390985727","https://openalex.org/W4391020440","https://openalex.org/W4392860069","https://openalex.org/W4396910025","https://openalex.org/W4398201291","https://openalex.org/W4398250457","https://openalex.org/W4399455468","https://openalex.org/W4400111632","https://openalex.org/W4401443421","https://openalex.org/W4402716046","https://openalex.org/W4405179562"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
