{"id":"https://openalex.org/W4410287707","doi":"https://doi.org/10.1007/978-3-031-90714-2_2","title":"Leveraging Diffuser Data Augmentation to\u00a0Enhance ViT-Based Performance on\u00a0Dermatoscopic Melanoma Images Classification","display_name":"Leveraging Diffuser Data Augmentation to\u00a0Enhance ViT-Based Performance on\u00a0Dermatoscopic Melanoma Images Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410287707","doi":"https://doi.org/10.1007/978-3-031-90714-2_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-90714-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_2","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/A5092198401","display_name":"Tiziana Currieri","orcid":"https://orcid.org/0009-0007-8062-4233"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Tiziana Currieri","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031565940","display_name":"Giovanni Cicceri","orcid":"https://orcid.org/0000-0002-1498-2215"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Cicceri","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044504513","display_name":"Sergio Cannata","orcid":"https://orcid.org/0000-0001-7895-9519"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sergio Cannata","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, 10129, Turin, Italy","DET - Department of Electronics and Telecommunications [Torino] (Corso Duca degli Abruzzi, 24 10129 Torino / Turin - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, 10129, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"DET - Department of Electronics and Telecommunications [Torino] (Corso Duca degli Abruzzi, 24 10129 Torino / Turin - Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010351972","display_name":"Giansalvo Cirrincione","orcid":"https://orcid.org/0000-0002-2894-4164"},"institutions":[{"id":"https://openalex.org/I4401200354","display_name":"Laboratoire des technologies innovantes","ror":"https://ror.org/00ry58h45","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]},{"id":"https://openalex.org/I4647051","display_name":"Universit\u00e9 de Picardie Jules Verne","ror":"https://ror.org/01gyxrk03","country_code":"FR","type":"education","lineage":["https://openalex.org/I4647051"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Giansalvo Cirrincione","raw_affiliation_strings":["D\u00e9partement Electronique - Electrotechnique - Automatique (EEA), University of Picardie Jules Verne, 80000, Amiens, France","LTI - Laboratoire des technologies innovantes - UR UPJV 3899 (Universit\u00e9 de Picardie Jules Verne - IUT d'Amiens - Avenue des Facult\u00e9s - 80025 AMIENS CEDEX 1 - France)"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Electronique - Electrotechnique - Automatique (EEA), University of Picardie Jules Verne, 80000, Amiens, France","institution_ids":["https://openalex.org/I4647051"]},{"raw_affiliation_string":"LTI - Laboratoire des technologies innovantes - UR UPJV 3899 (Universit\u00e9 de Picardie Jules Verne - IUT d'Amiens - Avenue des Facult\u00e9s - 80025 AMIENS CEDEX 1 - France)","institution_ids":["https://openalex.org/I4401200354","https://openalex.org/I4647051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068221380","display_name":"Marta Lovino","orcid":"https://orcid.org/0000-0001-7124-8319"},"institutions":[{"id":"https://openalex.org/I122346577","display_name":"University of Modena and Reggio Emilia","ror":"https://ror.org/02d4c4y02","country_code":"IT","type":"education","lineage":["https://openalex.org/I122346577"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Lovino","raw_affiliation_strings":["Department of Engineering Enzo Ferrari, University of Modena and Reggio Emilia, 41125, Modena, Italy","Dipartimento di Ingegneria 'Enzo Ferrari' (41125 Modena - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Enzo Ferrari, University of Modena and Reggio Emilia, 41125, Modena, Italy","institution_ids":["https://openalex.org/I122346577"]},{"raw_affiliation_string":"Dipartimento di Ingegneria 'Enzo Ferrari' (41125 Modena - Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065288854","display_name":"Carmelo Militello","orcid":"https://orcid.org/0000-0003-2249-9538"},"institutions":[{"id":"https://openalex.org/I3005160176","display_name":"Institute for High Performance Computing and Networking","ror":"https://ror.org/04r5fge26","country_code":"IT","type":"facility","lineage":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carmelo Militello","raw_affiliation_strings":["Institute for High-Performance Computing and Networking (ICAR-CNR), Italian National Research Council, 90146, Palermo, Italy","ICAR - Institute of High Performance Computing and Networking (Via P. Castellino 111, 80131 Naples, Italy - Italy)"],"affiliations":[{"raw_affiliation_string":"Institute for High-Performance Computing and Networking (ICAR-CNR), Italian National Research Council, 90146, Palermo, Italy","institution_ids":["https://openalex.org/I3005160176"]},{"raw_affiliation_string":"ICAR - Institute of High Performance Computing and Networking (Via P. Castellino 111, 80131 Naples, Italy - Italy)","institution_ids":["https://openalex.org/I3005160176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074878608","display_name":"Francesco Prinzi","orcid":"https://orcid.org/0000-0002-8152-3297"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Prinzi","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499084","display_name":"Eros Pasero","orcid":"https://orcid.org/0000-0002-2403-1683"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eros Pasero","raw_affiliation_strings":["Department of Electronics and Telecommunications, Politecnico di Torino, 10129, Turin, Italy","DET - Department of Electronics and Telecommunications [Torino] (Corso Duca degli Abruzzi, 24 10129 Torino / Turin - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunications, Politecnico di Torino, 10129, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"DET - Department of Electronics and Telecommunications [Torino] (Corso Duca degli Abruzzi, 24 10129 Torino / Turin - Italy)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016477001","display_name":"Salvatore Vitabile","orcid":"https://orcid.org/0000-0002-2673-8551"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Vitabile","raw_affiliation_strings":["Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)"],"affiliations":[{"raw_affiliation_string":"Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, 90127, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"BiND - Dipartimento di  Biomedicina, Neuroscienze e Diagnostica avanzata [Palermo] (Universit\u00e0 degli Studi di Palermo, Piazza Marina, 61, 90133 - PALERMO - Italy)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5092198401"],"corresponding_institution_ids":["https://openalex.org/I900890020"],"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":0.18406061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9990000128746033,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9904999732971191,"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":0.8484783172607422},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.48402732610702515},{"id":"https://openalex.org/keywords/diffuser","display_name":"Diffuser (optics)","score":0.4548838436603546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43476197123527527},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38195231556892395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32400476932525635},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.19489622116088867},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0661655068397522}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8484783172607422},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.48402732610702515},{"id":"https://openalex.org/C2780565730","wikidata":"https://www.wikidata.org/wiki/Q5275430","display_name":"Diffuser (optics)","level":3,"score":0.4548838436603546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43476197123527527},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38195231556892395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32400476932525635},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.19489622116088867},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0661655068397522},{"id":"https://openalex.org/C2982854487","wikidata":"https://www.wikidata.org/wiki/Q9128","display_name":"Light source","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-90714-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-90714-2_2","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"},{"id":"pmh:oai:HAL:hal-05344417v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05344417","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th International Computational Intelligence Methods for Bioinformatics and Biostatistics Meeting-CIBB 2023, Sep 2023, Padoue / Padova, Italy. pp.16-27, ⟨10.1007/978-3-031-90714-2_2⟩","raw_type":"Conference papers"},{"id":"pmh:oai:iris.unipa.it:10447/686845","is_oa":false,"landing_page_url":"https://hdl.handle.net/10447/686845","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2077447880","https://openalex.org/W2092474621","https://openalex.org/W2194775991","https://openalex.org/W2752782242","https://openalex.org/W2955219541","https://openalex.org/W2963495494","https://openalex.org/W2963946669","https://openalex.org/W2987243400","https://openalex.org/W3015879514","https://openalex.org/W3033209670","https://openalex.org/W3035682985","https://openalex.org/W3129596460","https://openalex.org/W3213922069","https://openalex.org/W4206161246","https://openalex.org/W4214928160","https://openalex.org/W4244068819","https://openalex.org/W4288871302","https://openalex.org/W4313892626","https://openalex.org/W4327972770","https://openalex.org/W4375869427","https://openalex.org/W4381149156","https://openalex.org/W6600254619"],"related_works":["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","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}