{"id":"https://openalex.org/W4382394628","doi":"https://doi.org/10.1007/978-3-031-34960-7_20","title":"Breast Cancer Histologic Grade Identification by\u00a0Graph Neural Network Embeddings","display_name":"Breast Cancer Histologic Grade Identification by\u00a0Graph Neural Network Embeddings","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382394628","doi":"https://doi.org/10.1007/978-3-031-34960-7_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34960-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34960-7_20","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/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/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":4,"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":6.2428,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96994064,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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":1.0,"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":0.991100013256073,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/computer-science","display_name":"Computer science","score":0.7787790894508362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6299977898597717},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6170487403869629},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5363375544548035},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5144567489624023},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.508162260055542},{"id":"https://openalex.org/keywords/graph-embedding","display_name":"Graph embedding","score":0.4250732958316803},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.41852909326553345},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.238340824842453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787790894508362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6299977898597717},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6170487403869629},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5363375544548035},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5144567489624023},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.508162260055542},{"id":"https://openalex.org/C75564084","wikidata":"https://www.wikidata.org/wiki/Q5597085","display_name":"Graph embedding","level":3,"score":0.4250732958316803},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.41852909326553345},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.238340824842453},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-34960-7_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34960-7_20","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:10447/602515","is_oa":false,"landing_page_url":"https://hdl.handle.net/10447/602515","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:it.cnr:prodotti:480429","is_oa":false,"landing_page_url":"http://www.cnr.it/prodotto/i/480429","pdf_url":null,"source":{"id":"https://openalex.org/S7407055101","display_name":"CNR ExploRA","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"info:cnr-pdr/source/autori:Salvatore Calderaro, Riccardo Rizzo, Giosu\u00e9 Lo Bosco, and Filippo Vella./congresso_nome:10th International Work-Conference on Bioinformatics and Biomedical Engineering IWBBIO/congresso_luogo:/congresso_data:12%2F07%2F2023/anno:2023/pagina_da:/pagina_a:/intervallo_pagine:","raw_type":"Contributo in atti di convegno"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W24639236","https://openalex.org/W2010871781","https://openalex.org/W2015159529","https://openalex.org/W2108598243","https://openalex.org/W2118246710","https://openalex.org/W2194775991","https://openalex.org/W2271840356","https://openalex.org/W2759912964","https://openalex.org/W2889326414","https://openalex.org/W2963446712","https://openalex.org/W2970971581","https://openalex.org/W3160911599","https://openalex.org/W3203189213","https://openalex.org/W3209367260","https://openalex.org/W4238087693","https://openalex.org/W4281748699","https://openalex.org/W4283720375","https://openalex.org/W4294189863","https://openalex.org/W4300772223","https://openalex.org/W4313342772","https://openalex.org/W4364305699","https://openalex.org/W6601955380"],"related_works":["https://openalex.org/W3120440802","https://openalex.org/W2601821547","https://openalex.org/W4287763734","https://openalex.org/W2750036380","https://openalex.org/W4249444195","https://openalex.org/W3035116611","https://openalex.org/W3114205676","https://openalex.org/W2134482271","https://openalex.org/W4285120483","https://openalex.org/W3028629919"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}