{"id":"https://openalex.org/W4410287532","doi":"https://doi.org/10.1007/978-3-031-90714-2_6","title":"Transformers for\u00a0Interpretable Classification of\u00a0Histopathological Images","display_name":"Transformers for\u00a0Interpretable Classification of\u00a0Histopathological Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410287532","doi":"https://doi.org/10.1007/978-3-031-90714-2_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-90714-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_6","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":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10447/680043","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086068165","display_name":"Domenico Amato","orcid":"https://orcid.org/0000-0003-4004-9338"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Amato","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4004-9338","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014585764","display_name":"Salvatore Calderaro","orcid":"https://orcid.org/0000-0003-0999-6345"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Salvatore Calderaro","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0999-6345","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089392019","display_name":"Giosu\u00e8 Lo Bosco","orcid":"https://orcid.org/0000-0002-1602-0693"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giosu\u00e9 Lo Bosco","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1602-0693","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045721723","display_name":"G. Marino","orcid":"https://orcid.org/0000-0001-8134-0389"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Marino","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Palermo, 90123, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039863688","display_name":"Filippo Vella","orcid":"https://orcid.org/0000-0002-2502-0062"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Vella","raw_affiliation_strings":["Institute for High-Performance Computing and Networking, National Research Council of Italy, 90146, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2502-0062","affiliations":[{"raw_affiliation_string":"Institute for High-Performance Computing and Networking, National Research Council of Italy, 90146, Palermo, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011731694","display_name":"Riccardo Rizzo","orcid":"https://orcid.org/0000-0001-5007-6925"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Rizzo","raw_affiliation_strings":["Institute for High-Performance Computing and Networking, National Research Council of Italy, 90146, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5007-6925","affiliations":[{"raw_affiliation_string":"Institute for High-Performance Computing and Networking, National Research Council of Italy, 90146, Palermo, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014585764"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.5436,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.97717199,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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":0.9998000264167786,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9882000088691711,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9837999939918518,"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":0.7696648836135864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.657275915145874},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5785544514656067},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4761781096458435},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4619235396385193},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12086251378059387},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0785980224609375},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.05864802002906799}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696648836135864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.657275915145874},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5785544514656067},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4761781096458435},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4619235396385193},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12086251378059387},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0785980224609375},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.05864802002906799}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-90714-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_6","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"},{"id":"pmh:oai:iris.unipa.it:10447/680043","is_oa":true,"landing_page_url":"https://hdl.handle.net/10447/680043","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:iris.unipa.it:10447/680043","is_oa":true,"landing_page_url":"https://hdl.handle.net/10447/680043","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2147238549","https://openalex.org/W2152336584","https://openalex.org/W2183341477","https://openalex.org/W2282821441","https://openalex.org/W2344480160","https://openalex.org/W2554892747","https://openalex.org/W2570343428","https://openalex.org/W2619105228","https://openalex.org/W2637598222","https://openalex.org/W2658641687","https://openalex.org/W2708846726","https://openalex.org/W2750873433","https://openalex.org/W2771292748","https://openalex.org/W2801370692","https://openalex.org/W2810834525","https://openalex.org/W2883174304","https://openalex.org/W2890554424","https://openalex.org/W2894084084","https://openalex.org/W2914836117","https://openalex.org/W2964350391","https://openalex.org/W2970971581","https://openalex.org/W2981137547","https://openalex.org/W3037311718","https://openalex.org/W3103783719","https://openalex.org/W4220788253","https://openalex.org/W4311847748","https://openalex.org/W4313342772","https://openalex.org/W4364305699","https://openalex.org/W4377138677","https://openalex.org/W4380433838","https://openalex.org/W4381855167","https://openalex.org/W4382394628","https://openalex.org/W4382726561","https://openalex.org/W4386075535","https://openalex.org/W4386763649","https://openalex.org/W4389776576","https://openalex.org/W4392130344","https://openalex.org/W4394693569","https://openalex.org/W4399257531","https://openalex.org/W4399670588","https://openalex.org/W4401117531","https://openalex.org/W4402696263","https://openalex.org/W6739901393","https://openalex.org/W6931259419","https://openalex.org/W6987990373","https://openalex.org/W7056799928"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}