Deep neural networks have been increasingly proposed for automated screening and diagnosis of retinal diseases from optical coherence tomography (OCT), but often provide high-confidence predictions on out-of-distribution (OOD) cases, compromising their clinical usage. With this in mind, we performed an...
With this in mind, we performed an in-depth comparative analysis of the state-of-the-art uncertainty estimation methods for OOD detection in retinal OCT imaging. The analysis was performed within the use-case of automated screening and staging of age-related macular degeneration (AMD), one of ...
Hyperspectral retinal imaging in Alzheimer’s disease and age-related macular degeneration: a review Xiaoxi Du Jongchan Park Liang Gao Acta Neuropathologica Communications (2024) SpectraTrack: megapixel, hundred-fps, and thousand-channel hyperspectral imaging Daoyu Li Jinxuan Wu Liheng Bian Nature...
Risk factors for age- related maculopathy are associated with a relative lack of macular pigment. Exp Eye Res 2007;84(1):61–74. 21. Beatty S, Boulton M, Henson D, Koh HH, Murray IJ. Macular pigment and age related macular degeneration. Br J Ophthalmol...
A Case of Progressive Macular Degeneration in a Colony-born Cynomolgus Monkey The progressive degeneration was found at the macular area of both eyes in a colony-born 128 months old female cynomolgus monkey by using indocyanine green... MT Suzuki,M Hayakawa,MG Nicolas,... - 《Animal Eye Resea...
October 30 2024.A large retrospective study reported October 24, 2024, inJAMA Ophthalmologyuncovered an association between the use of nutritional products derived fromCurcuma longa(the source of the compound curcumin) and a lower risk ofage-related macular degeneration. ...
Deep learning (DL) has been successfully applied to the diagnosis of ophthalmic diseases. However, rare diseases are commonly neglected due to insufficient