{"id":"https://openalex.org/W4414521537","doi":"https://doi.org/10.1007/978-3-032-05559-0_32","title":"Input Simplification Impact on\u00a0Robustness for\u00a0Targeted Therapy Subtypes in\u00a0Breast MRI Segmentation AI","display_name":"Input Simplification Impact on\u00a0Robustness for\u00a0Targeted Therapy Subtypes in\u00a0Breast MRI Segmentation AI","publication_year":2025,"publication_date":"2025-09-21","ids":{"openalex":"https://openalex.org/W4414521537","doi":"https://doi.org/10.1007/978-3-032-05559-0_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05559-0_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05559-0_32","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":null,"display_name":"Alba Bernal Rodriguez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147442","display_name":"Universidad Alfonso X el Sabio","ror":"https://ror.org/054ewwr15","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210147442"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alba Bernal Rodriguez","raw_affiliation_strings":["Universidad Alfonso X el Sabio, Villanueva de la Ca\u00f1ada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Alfonso X el Sabio, Villanueva de la Ca\u00f1ada, Spain","institution_ids":["https://openalex.org/I4210147442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119733565","display_name":"Beatriz Remeserio","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Beatriz Remeserio","raw_affiliation_strings":["Universidad de Oviedo, Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Oviedo, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036844157","display_name":"Justin Engelmann","orcid":"https://orcid.org/0000-0002-5345-6023"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Justin Engelmann","raw_affiliation_strings":["University of Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088080873","display_name":"Lucas Gago","orcid":"https://orcid.org/0000-0002-4694-6120"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lucas Gago","raw_affiliation_strings":["Universidad de Barcelona, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119733566","display_name":"Jacinto Velasco Rebolledo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147442","display_name":"Universidad Alfonso X el Sabio","ror":"https://ror.org/054ewwr15","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210147442"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jacinto Velasco Rebolledo","raw_affiliation_strings":["Universidad Alfonso X el Sabio, Villanueva de la Ca\u00f1ada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Alfonso X el Sabio, Villanueva de la Ca\u00f1ada, Spain","institution_ids":["https://openalex.org/I4210147442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210147442"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41448945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"320","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.8695999979972839},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5580000281333923},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.427700012922287},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4255000054836273},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3637999892234802},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.3398999869823456}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8695999979972839},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7394000291824341},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5580000281333923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4893999993801117},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44029998779296875},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4255000054836273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39800000190734863},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3637999892234802},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.3398999869823456},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.326200008392334},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31709998846054077},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2964000105857849},{"id":"https://openalex.org/C164624739","wikidata":"https://www.wikidata.org/wiki/Q754331","display_name":"Activity-based costing","level":2,"score":0.27730000019073486}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05559-0_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05559-0_32","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":13,"referenced_works":["https://openalex.org/W2098775844","https://openalex.org/W2234908568","https://openalex.org/W2560406314","https://openalex.org/W2592929672","https://openalex.org/W2902802452","https://openalex.org/W2964656561","https://openalex.org/W2970546341","https://openalex.org/W3014974815","https://openalex.org/W3087893815","https://openalex.org/W3101310341","https://openalex.org/W3112701542","https://openalex.org/W4200191097","https://openalex.org/W4408617393"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
