{"id":"https://openalex.org/W4289668506","doi":"https://doi.org/10.1007/978-3-031-13324-4_28","title":"Exploring a\u00a0Transformer Approach for\u00a0Pigment Signs Segmentation in\u00a0Fundus Images","display_name":"Exploring a\u00a0Transformer Approach for\u00a0Pigment Signs Segmentation in\u00a0Fundus Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289668506","doi":"https://doi.org/10.1007/978-3-031-13324-4_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-13324-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_28","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/A5069419408","display_name":"Mara Sangiovanni","orcid":"https://orcid.org/0000-0003-4511-5031"},"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"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mara Sangiovanni","raw_affiliation_strings":["Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4511-5031","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012275821","display_name":"Maria Frucci","orcid":"https://orcid.org/0000-0003-1432-931X"},"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"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Frucci","raw_affiliation_strings":["Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1432-931X","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026226784","display_name":"Daniel Riccio","orcid":"https://orcid.org/0000-0002-5844-0602"},"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"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniel Riccio","raw_affiliation_strings":["Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy","University of Naples Federico II, Via Claudio 21, 80125, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5844-0602","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]},{"raw_affiliation_string":"University of Naples Federico II, Via Claudio 21, 80125, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084483186","display_name":"Luigi Di Perna","orcid":null},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Di Perna","raw_affiliation_strings":["Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania \u201cLuigi Vanvitelli\u201d, Via Pansini 5, 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania \u201cLuigi Vanvitelli\u201d, Via Pansini 5, 80131, Naples, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017458885","display_name":"Francesca Simonelli","orcid":"https://orcid.org/0000-0001-8520-6769"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Simonelli","raw_affiliation_strings":["Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania \u201cLuigi Vanvitelli\u201d, Via Pansini 5, 80131, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania \u201cLuigi Vanvitelli\u201d, Via Pansini 5, 80131, Naples, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090648317","display_name":"Nadia Brancati","orcid":"https://orcid.org/0000-0001-9061-1187"},"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"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nadia Brancati","raw_affiliation_strings":["Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9061-1187","affiliations":[{"raw_affiliation_string":"Institute for High Performance Computing and Networking National Research Council of Italy (ICAR-CNR), Via P. Castellino 111, 80131, Naples, Italy","institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069419408"],"corresponding_institution_ids":["https://openalex.org/I3005160176","https://openalex.org/I4210155236"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998000264167786,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998000264167786,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6927101612091064},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6079471111297607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6066775321960449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5765067934989929},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48718875646591187},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4633261561393738},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34328800439834595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21351036429405212},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11036667227745056},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10140901803970337},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0866563618183136}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6927101612091064},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6079471111297607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6066775321960449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5765067934989929},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48718875646591187},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4633261561393738},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34328800439834595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21351036429405212},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11036667227745056},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10140901803970337},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0866563618183136},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-13324-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_28","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":[{"id":"https://metadata.un.org/sdg/4","score":0.8199999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2795587607","https://openalex.org/W2964054038","https://openalex.org/W2972258639","https://openalex.org/W3136424010","https://openalex.org/W3138516171","https://openalex.org/W3172509117","https://openalex.org/W3202006954","https://openalex.org/W3204685218","https://openalex.org/W4206706211","https://openalex.org/W4214893857","https://openalex.org/W4286644650","https://openalex.org/W4312443924","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W4293211451","https://openalex.org/W2005437358","https://openalex.org/W2790662084","https://openalex.org/W1669643531","https://openalex.org/W2948658236","https://openalex.org/W2039154422","https://openalex.org/W2008656436","https://openalex.org/W2182382398","https://openalex.org/W2122581818"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
