SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease.
Ophthalmol Sci
; 3(2): 100258, 2023 Jun.
Article
en En
| MEDLINE
| ID: mdl-36685715
AUROC, area under the receiver operating characteristic curve; BRISQUE, Blind/Referenceless Image Spatial Quality Evaluator; Class imbalance; Clinical Decision-Support Model; DL, deep learning; Deep Learning; FAF, fundas autofluorescence; FRR, Fake Recognition Rate; GAN, generative adversarial network; Generative Adversarial Networks; IRD, inherited retinal disease; Inherited Retinal Diseases; MEH, Moorfields Eye Hospital; R, baseline model; RB, rebalanced model; S, synthetic data trained model; Synthetic data; TRR, True Recognition Rate; UMAP, Universal Manifold Approximation and Projection
Texto completo:
1
Colección:
01-internacional
Base de datos:
MEDLINE
Tipo de estudio:
Diagnostic_studies
/
Prognostic_studies
Idioma:
En
Revista:
Ophthalmol Sci
Año:
2023
Tipo del documento:
Article
País de afiliación:
Reino Unido
Pais de publicación:
Países Bajos