{"id":"https://openalex.org/W4385380898","doi":"https://doi.org/10.1007/978-3-031-37660-3_38","title":"On the\u00a0Applicability of\u00a0Prototypical Part Learning in\u00a0Medical Images: Breast Masses Classification Using ProtoPNet","display_name":"On the\u00a0Applicability of\u00a0Prototypical Part Learning in\u00a0Medical Images: Breast Masses Classification Using ProtoPNet","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385380898","doi":"https://doi.org/10.1007/978-3-031-37660-3_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37660-3_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37660-3_38","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://openportal.isti.cnr.it/doc?id=people______::2a302b5fc6aad7e99db226265103c147","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037433952","display_name":"Gianluca Carloni","orcid":"https://orcid.org/0000-0002-5774-361X"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"Gianluca Carloni","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, Pisa, Italy","Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5774-361X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038466400","display_name":"Andrea Berti","orcid":"https://orcid.org/0000-0002-0089-6420"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":true,"raw_author_name":"Andrea Berti","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, Pisa, Italy","Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0089-6420","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016801804","display_name":"Chiara Iacconi","orcid":"https://orcid.org/0000-0002-0729-4166"},"institutions":[{"id":"https://openalex.org/I4210156604","display_name":"Azienda Usl Toscana Centro","ror":"https://ror.org/05a87zb20","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210156604"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Iacconi","raw_affiliation_strings":["UOSD Breast Radiology, Territorial Area of Massa Carrara, Azienda USL Toscana Nord-Ovest, Carrara, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0729-4166","affiliations":[{"raw_affiliation_string":"UOSD Breast Radiology, Territorial Area of Massa Carrara, Azienda USL Toscana Nord-Ovest, Carrara, Italy","institution_ids":["https://openalex.org/I4210156604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044551636","display_name":"Maria Antonietta Pascali","orcid":"https://orcid.org/0000-0001-7742-8126"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"Maria Antonietta Pascali","raw_affiliation_strings":["Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7742-8126","affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078017420","display_name":"Sara Colantonio","orcid":"https://orcid.org/0000-0003-2022-0804"},"institutions":[{"id":"https://openalex.org/I122991210","display_name":"Istituto di Scienza e Tecnologie dell'Informazione \"Alessandro Faedo\"","ror":"https://ror.org/05kacka20","country_code":"IT","type":"facility","lineage":["https://openalex.org/I122991210","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":"Sara Colantonio","raw_affiliation_strings":["Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2022-0804","affiliations":[{"raw_affiliation_string":"Institute of Information Science and Technologies (ISTI), National Research Council of Italy (CNR), Pisa, Italy","institution_ids":["https://openalex.org/I122991210","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038466400"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I122991210","https://openalex.org/I4210155236"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.6821,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95688966,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"539","last_page":"557"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9948999881744385,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7498323321342468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7148836851119995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6069812774658203},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5902709364891052},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.5325870513916016},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4550155699253082},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4337584674358368},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4152663052082062},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41448265314102173},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.41333746910095215},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.41210705041885376},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4100074768066406},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.293316513299942},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0850420892238617}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498323321342468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7148836851119995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6069812774658203},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5902709364891052},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5325870513916016},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4550155699253082},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4337584674358368},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4152663052082062},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41448265314102173},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.41333746910095215},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.41210705041885376},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4100074768066406},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.293316513299942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0850420892238617},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-37660-3_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-37660-3_38","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:dnet:people______::2a302b5fc6aad7e99db226265103c147","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::2a302b5fc6aad7e99db226265103c147","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"ICPR 2022 - International Conference on Pattern Recognition - ICPR 2022 International Workshops and Challenges, pp. 539\u2013557, Montreal, Canada, 21-25/08/2022","raw_type":"Conference article"},{"id":"pmh:oai:it.cnr:prodotti:471551","is_oa":true,"landing_page_url":"http://www.cnr.it/prodotto/i/471551","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"info:cnr-pdr/source/autori:Carloni G.; Berti A.; Iacconi C.; Pascali M.A.; Colantonio S./congresso_nome:ICPR 2022 - International Conference on Pattern Recognition - ICPR 2022 International Workshops and Challenges/congresso_luogo:Montreal, Canada/congresso_data:21-25%2F08%2F2022/anno:2023/pagina_da:539/pagina_a:557/intervallo_pagine:539\u2013557","raw_type":"Contributo in atti di convegno"}],"best_oa_location":{"id":"pmh:oai:dnet:people______::2a302b5fc6aad7e99db226265103c147","is_oa":true,"landing_page_url":"https://openportal.isti.cnr.it/doc?id=people______::2a302b5fc6aad7e99db226265103c147","pdf_url":null,"source":{"id":"https://openalex.org/S7407055261","display_name":"ISTI Open Portal","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":"ICPR 2022 - International Conference on Pattern Recognition - ICPR 2022 International Workshops and Challenges, pp. 539\u2013557, Montreal, Canada, 21-25/08/2022","raw_type":"Conference article"},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2765813195","https://openalex.org/W2776937175","https://openalex.org/W2892035503","https://openalex.org/W2921877691","https://openalex.org/W2963382997","https://openalex.org/W2963901018","https://openalex.org/W3012373848","https://openalex.org/W3012810890","https://openalex.org/W3015248322","https://openalex.org/W3019694821","https://openalex.org/W3118738365","https://openalex.org/W3126634865","https://openalex.org/W3135579708","https://openalex.org/W3137125108","https://openalex.org/W3156333129","https://openalex.org/W3170253149","https://openalex.org/W3176705600","https://openalex.org/W4200254023","https://openalex.org/W4206279716","https://openalex.org/W6634101208","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W2140186469","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W4318559728","https://openalex.org/W2775233965","https://openalex.org/W4360995913","https://openalex.org/W4386295066","https://openalex.org/W4396679425"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-24T08:23:43.765630","created_date":"2025-10-10T00:00:00"}
