{"id":"https://openalex.org/W4412380824","doi":"https://doi.org/10.1007/978-3-031-98694-9_17","title":"Diffusion with\u00a0Adversarial Fine-Tuning for\u00a0Improving Rare Retinal Disease Diagnosis","display_name":"Diffusion with\u00a0Adversarial Fine-Tuning for\u00a0Improving Rare Retinal Disease Diagnosis","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4412380824","doi":"https://doi.org/10.1007/978-3-031-98694-9_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98694-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98694-9_17","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":true,"oa_status":"green","oa_url":"https://eprints.whiterose.ac.uk/id/eprint/228674/1/diffusion_camera_ready_Dominika%20Iwanicka%20and%20Ping%20Lu%20%281%29.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118971147","display_name":"Dominika Iwanicka","orcid":null},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dominika Iwanicka","raw_affiliation_strings":["University of Leeds, Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021981517","display_name":"Ping L\u00fc","orcid":"https://orcid.org/0000-0002-0199-3783"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ping Lu","raw_affiliation_strings":["University of Leeds, Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5118971147"],"corresponding_institution_ids":["https://openalex.org/I130828816"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17267944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","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"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","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"}},{"id":"https://openalex.org/T12599","display_name":"Retinal and Optic Conditions","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8357813358306885},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7402623891830444},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5206141471862793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46795403957366943},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.4402093291282654},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32492828369140625},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.15210527181625366},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10881951451301575},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05629625916481018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8357813358306885},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7402623891830444},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5206141471862793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46795403957366943},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4402093291282654},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32492828369140625},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.15210527181625366},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10881951451301575},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05629625916481018},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-98694-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98694-9_17","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:eprints.whiterose.ac.uk:228674","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-0199-3783>","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/228674/1/diffusion_camera_ready_Dominika%20Iwanicka%20and%20Ping%20Lu%20%281%29.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"Proceedings Paper"}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:228674","is_oa":true,"landing_page_url":"https://orcid.org/0000-0002-0199-3783>","pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/228674/1/diffusion_camera_ready_Dominika%20Iwanicka%20and%20Ping%20Lu%20%281%29.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"Proceedings Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412380824.pdf","grobid_xml":"https://content.openalex.org/works/W4412380824.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2064076387","https://openalex.org/W2194775991","https://openalex.org/W2773475231","https://openalex.org/W2884585870","https://openalex.org/W2903046687","https://openalex.org/W2951934944","https://openalex.org/W2985994884","https://openalex.org/W3087507349","https://openalex.org/W3135367836","https://openalex.org/W3171873561","https://openalex.org/W3200379731","https://openalex.org/W4220808400","https://openalex.org/W4220959735","https://openalex.org/W4308023490","https://openalex.org/W4308180883","https://openalex.org/W4367174885","https://openalex.org/W4372336638","https://openalex.org/W4377695098","https://openalex.org/W4380135944","https://openalex.org/W4385272245","https://openalex.org/W4387211234","https://openalex.org/W4387225879","https://openalex.org/W4391676013","https://openalex.org/W4392285359","https://openalex.org/W4393870968","https://openalex.org/W4394728153","https://openalex.org/W4402727293","https://openalex.org/W4402774574","https://openalex.org/W4403067016","https://openalex.org/W4403070045","https://openalex.org/W4405080229","https://openalex.org/W4405139819","https://openalex.org/W6600481524"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
