biostudies-literatureUnknownJabs DANEI NIH HHSNational Eye InstituteThe uveitides are a collection of over 30 diseases characterised by intraocular inflammation. Previous work demonstrated that the agreement among uveitis experts on diagnosis was modest at best with some pairs of experts having chance alone agreement on selected diseases. The Standardisation of Uveitis Nomenclature (SUN) is a17-year collaboration among experts in uveitis, ocular image grading, informatics, and machine learning to improve clinical and translational uveitis research. The SUN "Developing Classification Criteria for the Uveitides" project used a rigorous, multi-phase approach to develop classification criteria for 25 of the most common uveitic diseases. The project's phases were: (1) informatics; (2) case collection; (3) case selection; (4) machine learning; and (5) consensus Clinical & experimental ophthalmologyhttps://www.ebi.ac.uk/biostudies/studies/S-EPMC10040472biostudies-literatureThe standardisation of uveitis nomenclature (SUN) project.PMC10040472R01 EY026593Zierhut MTrusko BEKeorochana NSen HNChee SPBiswas JJabs DABelfort RSuhler EBCaspers LMargolis TNeri PForrester JVSamson CMButler NJRosenbaum JTBhatt NPOkada AAKramer MMochizuki MStandardization of Uveitis Nomenclature (SUN) Working GroupHolland GNLobo AMReed SNamba KINetzer OTSukavatcharin SKempen JHVitale AAtmaca LSMuccioli CPalestine AGVan Gelder RNBecker MDGupta VStanford MSmith JRKuffova LGalor ARead RWOden NPivetti-Pezzi PJaffe GJLowder CYDavis JLAccorinti MFoster CSWatson SHabot-Wilner ZSaleem SKeino HGupta AOhno SMcCluskey PJPulido JSWillermain FGraham EMDunn JPGritz DCLim LLBar ABarisani-Asenbauer TKim SJShulman SDanis RPDodds EMKitaichi NRao NAPrabriputaloong-Stanzel TRothova AThorne JEDenniston AGangaputra SDick ADNascimento HDeschenes JSharief LPak JWZamir EBelair MLWittenberg SEMurray PIGoldstein DAStawell RAcharya NKaplan HJLeHoang PBlodi BZegans MEPeterson JSLevinson RBrezin APMcCluskey Pde Smet MDSrivastava SAmer RWakefield DLightman SBodaghi BToutain-Kidd CYeh SKedhar SSmith WMfalseThe standardisation of uveitis nomenclature (SUN) project.The uveitides are a collection of over 30 diseases characterised by intraocular inflammation. Previous work demonstrated that the agreement among uveitis experts on diagnosis was modest at best with some pairs of experts having chance alone agreement on selected diseases. The Standardisation of Uveitis Nomenclature (SUN) is a17-year collaboration among experts in uveitis, ocular image grading, informatics, and machine learning to improve clinical and translational uveitis research. The SUN "Developing Classification Criteria for the Uveitides" project used a rigorous, multi-phase approach to develop classification criteria for 25 of the most common uveitic diseases. The project's phases were: (1) informatics; (2) case collection; (3) case selection; (4) machine learning; and (5) consensus 2022-01-01T00:00:00Z2022 Sep2025-04-04T23:53:55.691Z2025-04-04T23:53:55.691ZS-EPMC100404723616492410.1111/ceo.14175