{"id":"https://openalex.org/W4407262311","doi":"https://doi.org/10.1007/978-3-031-82007-6_11","title":"Source Matters: Source Dataset Impact on\u00a0Model Robustness in\u00a0Medical Imaging","display_name":"Source Matters: Source Dataset Impact on\u00a0Model Robustness in\u00a0Medical Imaging","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407262311","doi":"https://doi.org/10.1007/978-3-031-82007-6_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-82007-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82007-6_11","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/A5024187448","display_name":"Dovile Juodelyte","orcid":"https://orcid.org/0000-0002-6195-1120"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Dovile Juodelyte","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057634506","display_name":"Yucheng Lu","orcid":"https://orcid.org/0000-0002-6230-6553"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Yucheng Lu","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025859249","display_name":"Amelia Jim\u00e9nez-S\u00e1nchez","orcid":"https://orcid.org/0000-0001-7870-0603"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Amelia Jim\u00e9nez-S\u00e1nchez","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094105802","display_name":"Sabrina Bottazzi","orcid":null},"institutions":[{"id":"https://openalex.org/I228664971","display_name":"National University of General San Mart\u00edn","ror":"https://ror.org/00v29jp57","country_code":"AR","type":"education","lineage":["https://openalex.org/I228664971"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Sabrina Bottazzi","raw_affiliation_strings":["Universidad Nacional de San Mart\u00edn, Buenos Aires, Argentina"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de San Mart\u00edn, Buenos Aires, Argentina","institution_ids":["https://openalex.org/I228664971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032685263","display_name":"Enzo Ferrante","orcid":"https://orcid.org/0000-0002-8500-788X"},"institutions":[{"id":"https://openalex.org/I3121987637","display_name":"National University of the Littoral","ror":"https://ror.org/00pt8r998","country_code":"AR","type":"education","lineage":["https://openalex.org/I3121987637"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Enzo Ferrante","raw_affiliation_strings":["CONICET - Universidad Nacional del Litoral, Santa Fe, Argentina"],"affiliations":[{"raw_affiliation_string":"CONICET - Universidad Nacional del Litoral, Santa Fe, Argentina","institution_ids":["https://openalex.org/I3121987637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031371103","display_name":"Veronika Cheplygina","orcid":"https://orcid.org/0000-0003-0176-9324"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Veronika Cheplygina","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024187448"],"corresponding_institution_ids":["https://openalex.org/I83467386"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":57.3629,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99952471,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9990000128746033,"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/T10862","display_name":"AI in cancer detection","score":0.9957000017166138,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8105552196502686},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7941134572029114},{"id":"https://openalex.org/keywords/source-model","display_name":"Source model","score":0.6392737030982971},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5026228427886963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40059593319892883},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17230862379074097},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13252201676368713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105552196502686},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7941134572029114},{"id":"https://openalex.org/C2985998994","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Source model","level":2,"score":0.6392737030982971},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5026228427886963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40059593319892883},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17230862379074097},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13252201676368713},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-82007-6_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-82007-6_11","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2611650229","https://openalex.org/W2811374795","https://openalex.org/W2896966666","https://openalex.org/W2963446712","https://openalex.org/W2964350391","https://openalex.org/W2969881216","https://openalex.org/W2978079668","https://openalex.org/W2980626849","https://openalex.org/W3011721937","https://openalex.org/W3016836174","https://openalex.org/W3016970897","https://openalex.org/W3101156210","https://openalex.org/W3103934428","https://openalex.org/W3196895296","https://openalex.org/W3216574734","https://openalex.org/W4288068240","https://openalex.org/W4312713789","https://openalex.org/W4385365799","https://openalex.org/W4386076171","https://openalex.org/W4393145123"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W4403940213","https://openalex.org/W3140471695","https://openalex.org/W4387839566","https://openalex.org/W3003410606","https://openalex.org/W4401043530"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":8}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
