{"id":"https://openalex.org/W4287225663","doi":"https://doi.org/10.1007/978-3-031-12053-4_4","title":"Revisiting the\u00a0Shape-Bias of\u00a0Deep Learning for\u00a0Dermoscopic Skin Lesion Classification","display_name":"Revisiting the\u00a0Shape-Bias of\u00a0Deep Learning for\u00a0Dermoscopic Skin Lesion Classification","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4287225663","doi":"https://doi.org/10.1007/978-3-031-12053-4_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-12053-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-12053-4_4","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/A5045529593","display_name":"Adriano Lucieri","orcid":"https://orcid.org/0000-0003-1473-4745"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Adriano Lucieri","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1473-4745","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]},{"raw_affiliation_string":"Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076635086","display_name":"Fabian Schmeisser","orcid":"https://orcid.org/0000-0001-8222-7900"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Schmeisser","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8222-7900","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053763303","display_name":"Christoph Balada","orcid":"https://orcid.org/0000-0003-0307-7866"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Peter Balada","raw_affiliation_strings":["Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0307-7866","affiliations":[{"raw_affiliation_string":"Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053635416","display_name":"Shoaib Ahmed Siddiqui","orcid":"https://orcid.org/0000-0003-4600-7331"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shoaib Ahmed Siddiqui","raw_affiliation_strings":["Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4600-7331","affiliations":[{"raw_affiliation_string":"Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904182","display_name":"Andreas Dengel","orcid":"https://orcid.org/0000-0002-6100-8255"},"institutions":[{"id":"https://openalex.org/I153267046","display_name":"University of Kaiserslautern","ror":"https://ror.org/04zrf7b53","country_code":"DE","type":"education","lineage":["https://openalex.org/I153267046"]},{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dengel","raw_affiliation_strings":["Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6100-8255","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Technische Universit\u00e4t Kaiserslautern, Erwin-Schr\u00f6dinger-Stra\u00dfe 52, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I153267046"]},{"raw_affiliation_string":"Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058813180","display_name":"Sheraz Ahmed","orcid":"https://orcid.org/0000-0002-4239-6520"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sheraz Ahmed","raw_affiliation_strings":["Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4239-6520","affiliations":[{"raw_affiliation_string":"Smart Data and Knowledge Services (SDS), German Research Center for Artificial Intelligence GmbH (DFKI), Trippstadter Stra\u00dfe 122, 67663, Kaiserslautern, Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5045529593"],"corresponding_institution_ids":["https://openalex.org/I153267046","https://openalex.org/I33256026"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.3245,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96117524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.9815000295639038,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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":0.7987271547317505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7255983352661133},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.5291149020195007},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5174920558929443},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4880772829055786},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33589863777160645},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.1582532525062561},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06354391574859619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7987271547317505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7255983352661133},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.5291149020195007},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5174920558929443},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4880772829055786},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33589863777160645},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.1582532525062561},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06354391574859619}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-12053-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-12053-4_4","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":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W99449809","https://openalex.org/W1044489389","https://openalex.org/W1981276685","https://openalex.org/W2017573959","https://openalex.org/W2029993865","https://openalex.org/W2031711133","https://openalex.org/W2076118331","https://openalex.org/W2088334582","https://openalex.org/W2096457735","https://openalex.org/W2108598243","https://openalex.org/W2136241818","https://openalex.org/W2141174215","https://openalex.org/W2162651021","https://openalex.org/W2797527544","https://openalex.org/W2903633560","https://openalex.org/W3135012562","https://openalex.org/W3183864931","https://openalex.org/W3193940683","https://openalex.org/W3200640732","https://openalex.org/W3205816419","https://openalex.org/W3212197959","https://openalex.org/W3215150387","https://openalex.org/W4225640122","https://openalex.org/W4226369230","https://openalex.org/W4252779666","https://openalex.org/W6600553734"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}