{"id":"https://openalex.org/W3154692872","doi":"https://doi.org/10.1007/978-3-030-73959-1_22","title":"Transparent Adaptation in Deep Medical Image Diagnosis","display_name":"Transparent Adaptation in Deep Medical Image Diagnosis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3154692872","doi":"https://doi.org/10.1007/978-3-030-73959-1_22","mag":"3154692872"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-73959-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73959-1_22","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":"conference-paper","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/A5029879679","display_name":"Dimitrios Kollias","orcid":"https://orcid.org/0000-0002-8188-3751"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I55060895","display_name":"University of Greenwich","ror":"https://ror.org/00bmj0a71","country_code":"GB","type":"education","lineage":["https://openalex.org/I55060895"]}],"countries":["GB","GR"],"is_corresponding":false,"raw_author_name":"D. Kollias","raw_affiliation_strings":["School of Computing and Mathematical Sciences, University of Greenwich, London, UK","School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematical Sciences, University of Greenwich, London, UK","institution_ids":["https://openalex.org/I55060895"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053890668","display_name":"Y. Vlaxos","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Y. Vlaxos","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063529914","display_name":"M. Seferis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"M. Seferis","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023927957","display_name":"Ilianna Kollia","orcid":"https://orcid.org/0000-0002-4994-1106"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"I. Kollia","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070371535","display_name":"Levon Sukissian","orcid":null},"institutions":[{"id":"https://openalex.org/I63843962","display_name":"National Infrastructures for Research and Technology -  GRNET S.A","ror":"https://ror.org/05tcasm11","country_code":"GR","type":"company","lineage":["https://openalex.org/I63843962"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"L. Sukissian","raw_affiliation_strings":["GRNET National Infrastructures for Research and Technology, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GRNET National Infrastructures for Research and Technology, Athens, Greece","institution_ids":["https://openalex.org/I63843962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081594118","display_name":"James Wingate","orcid":"https://orcid.org/0000-0003-1253-0984"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Wingate","raw_affiliation_strings":["School of Computer Science, University of Lincoln, Lincoln, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Lincoln, Lincoln, UK","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070311573","display_name":"S. Kollias","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]},{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]},{"id":"https://openalex.org/I63843962","display_name":"National Infrastructures for Research and Technology -  GRNET S.A","ror":"https://ror.org/05tcasm11","country_code":"GR","type":"company","lineage":["https://openalex.org/I63843962"]}],"countries":["GB","GR"],"is_corresponding":false,"raw_author_name":"S. Kollias","raw_affiliation_strings":["GRNET National Infrastructures for Research and Technology, Athens, Greece","School of Computer Science, University of Lincoln, Lincoln, UK","School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GRNET National Infrastructures for Research and Technology, Athens, Greece","institution_ids":["https://openalex.org/I63843962"]},{"raw_affiliation_string":"School of Computer Science, University of Lincoln, Lincoln, UK","institution_ids":["https://openalex.org/I51532219"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9987999796867371,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973000288009644,"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":0.8816721439361572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7319450974464417},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6852986812591553},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.645672082901001},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6043033599853516},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5387604832649231},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.520855724811554},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44456666707992554},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3489419221878052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8816721439361572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7319450974464417},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6852986812591553},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.645672082901001},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6043033599853516},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5387604832649231},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.520855724811554},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44456666707992554},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3489419221878052},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-73959-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-73959-1_22","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":37,"referenced_works":["https://openalex.org/W1535174898","https://openalex.org/W1988494453","https://openalex.org/W1995513895","https://openalex.org/W2073459066","https://openalex.org/W2074875579","https://openalex.org/W2102170122","https://openalex.org/W2128885676","https://openalex.org/W2186384252","https://openalex.org/W2206308392","https://openalex.org/W2402490732","https://openalex.org/W2533545350","https://openalex.org/W2632480913","https://openalex.org/W2740739942","https://openalex.org/W2769215776","https://openalex.org/W2772603561","https://openalex.org/W2784962210","https://openalex.org/W2786808285","https://openalex.org/W2788388592","https://openalex.org/W2789037848","https://openalex.org/W2884851420","https://openalex.org/W2887280559","https://openalex.org/W2905810301","https://openalex.org/W2914586382","https://openalex.org/W2961262211","https://openalex.org/W2963666655","https://openalex.org/W2964074409","https://openalex.org/W2979217664","https://openalex.org/W2981958954","https://openalex.org/W2989757266","https://openalex.org/W2997927829","https://openalex.org/W3017243633","https://openalex.org/W3021883287","https://openalex.org/W3047624172","https://openalex.org/W3102215175","https://openalex.org/W3120380033","https://openalex.org/W3131492616","https://openalex.org/W3139487216"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2997567050","https://openalex.org/W2611989081","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W2888956734","https://openalex.org/W3000197790","https://openalex.org/W4315865067","https://openalex.org/W2979433843","https://openalex.org/W3208304128"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":19}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}