{"id":"https://openalex.org/W4403071276","doi":"https://doi.org/10.1007/978-3-031-72384-1_61","title":"Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound","display_name":"Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403071276","doi":"https://doi.org/10.1007/978-3-031-72384-1_61"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72384-1_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72384-1_61","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/A5086272988","display_name":"Arianna Bunnell","orcid":"https://orcid.org/0009-0000-6253-8402"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]},{"id":"https://openalex.org/I4210093646","display_name":"Cancer Center of Hawaii","ror":"https://ror.org/0065jhh26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210093646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arianna Bunnell","raw_affiliation_strings":["University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA"],"raw_orcid":"https://orcid.org/0009-0000-6253-8402","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","institution_ids":["https://openalex.org/I4210093646"]},{"raw_affiliation_string":"University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014750155","display_name":"Yannik Glaser","orcid":"https://orcid.org/0000-0001-7217-9749"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yannik Glaser","raw_affiliation_strings":["University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091571142","display_name":"Dustin Valdez","orcid":"https://orcid.org/0000-0001-9006-2966"},"institutions":[{"id":"https://openalex.org/I4210093646","display_name":"Cancer Center of Hawaii","ror":"https://ror.org/0065jhh26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210093646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dustin Valdez","raw_affiliation_strings":["University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA"],"raw_orcid":"https://orcid.org/0000-0001-9006-2966","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","institution_ids":["https://openalex.org/I4210093646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017434632","display_name":"Thomas Wolfgruber","orcid":"https://orcid.org/0000-0001-8770-1800"},"institutions":[{"id":"https://openalex.org/I4210093646","display_name":"Cancer Center of Hawaii","ror":"https://ror.org/0065jhh26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210093646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Wolfgruber","raw_affiliation_strings":["University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA"],"raw_orcid":"https://orcid.org/0000-0001-8770-1800","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","institution_ids":["https://openalex.org/I4210093646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052743081","display_name":"Aleen Altamirano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151589","display_name":"Instituto Latinoamericano de Computaci\u00f3n","ror":"https://ror.org/03wa0f361","country_code":"NI","type":"education","lineage":["https://openalex.org/I4210151589"]}],"countries":["NI"],"is_corresponding":false,"raw_author_name":"Aleen Altamirano","raw_affiliation_strings":["Instituto Radiodiagn\u00f3stico, Managua, Nicaragua"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Radiodiagn\u00f3stico, Managua, Nicaragua","institution_ids":["https://openalex.org/I4210151589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101391610","display_name":"Carol Zamora Gonz\u00e1lez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151589","display_name":"Instituto Latinoamericano de Computaci\u00f3n","ror":"https://ror.org/03wa0f361","country_code":"NI","type":"education","lineage":["https://openalex.org/I4210151589"]}],"countries":["NI"],"is_corresponding":false,"raw_author_name":"Carol Zamora Gonz\u00e1lez","raw_affiliation_strings":["Instituto Radiodiagn\u00f3stico, Managua, Nicaragua"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Radiodiagn\u00f3stico, Managua, Nicaragua","institution_ids":["https://openalex.org/I4210151589"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028148105","display_name":"Brenda Y. Hernandez","orcid":"https://orcid.org/0000-0003-0132-4042"},"institutions":[{"id":"https://openalex.org/I4210093646","display_name":"Cancer Center of Hawaii","ror":"https://ror.org/0065jhh26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210093646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brenda Y. Hernandez","raw_affiliation_strings":["University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA"],"raw_orcid":"https://orcid.org/0000-0003-0132-4042","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","institution_ids":["https://openalex.org/I4210093646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083550114","display_name":"Peter Sadowski","orcid":"https://orcid.org/0000-0002-7354-5461"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Sadowski","raw_affiliation_strings":["University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA"],"raw_orcid":"https://orcid.org/0000-0002-7354-5461","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi at M\u0101noa, Honolulu, HI, 96822, USA","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069392685","display_name":"John Shepherd","orcid":"https://orcid.org/0000-0003-2280-2541"},"institutions":[{"id":"https://openalex.org/I4210093646","display_name":"Cancer Center of Hawaii","ror":"https://ror.org/0065jhh26","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210093646"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John A. Shepherd","raw_affiliation_strings":["University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA"],"raw_orcid":"https://orcid.org/0000-0003-2280-2541","affiliations":[{"raw_affiliation_string":"University of Hawai\u02bbi Cancer Center, Honolulu, HI, 96813, USA","institution_ids":["https://openalex.org/I4210093646"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069392685"],"corresponding_institution_ids":["https://openalex.org/I4210093646"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7783,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91568277,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"650","last_page":"659"},"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":0.9850000143051147,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8358286619186401},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.780752956867218},{"id":"https://openalex.org/keywords/breast-ultrasound","display_name":"Breast ultrasound","score":0.5280649662017822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.404474139213562},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.164203941822052},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.12681588530540466},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.11115369200706482},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1111312210559845},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06490540504455566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8358286619186401},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.780752956867218},{"id":"https://openalex.org/C2777423100","wikidata":"https://www.wikidata.org/wiki/Q1888238","display_name":"Breast ultrasound","level":5,"score":0.5280649662017822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.404474139213562},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.164203941822052},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.12681588530540466},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.11115369200706482},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1111312210559845},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06490540504455566},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72384-1_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72384-1_61","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1981276685","https://openalex.org/W2009629689","https://openalex.org/W2042571564","https://openalex.org/W2053154970","https://openalex.org/W2128698905","https://openalex.org/W2164973836","https://openalex.org/W2194775991","https://openalex.org/W2290687990","https://openalex.org/W2565639579","https://openalex.org/W2764254085","https://openalex.org/W2932464288","https://openalex.org/W2962897394","https://openalex.org/W2963150697","https://openalex.org/W2981630388","https://openalex.org/W2983816236","https://openalex.org/W3038634042","https://openalex.org/W3098234188","https://openalex.org/W3101577715","https://openalex.org/W3105121563","https://openalex.org/W3164680619","https://openalex.org/W3197840494","https://openalex.org/W3201701662","https://openalex.org/W3212106213","https://openalex.org/W4283820483","https://openalex.org/W4308310085","https://openalex.org/W4382678231","https://openalex.org/W4385236743","https://openalex.org/W4387211086","https://openalex.org/W6779243538"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1001352512","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}