换一批
换一批SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease.
第一作者：
Yoga Advaith,Veturi
第一单位：
University College London Institute of Ophthalmology, University College London, London, UK.
作者：
关键词
AUROC, area under the receiver operating characteristic curveBRISQUE, Blind/Referenceless Image Spatial Quality EvaluatorClass imbalanceClinical Decision-Support ModelDL, deep learningDeep LearningFAF, fundas autofluorescenceFRR, Fake Recognition RateGAN, generative adversarial networkGenerative Adversarial NetworksIRD, inherited retinal diseaseInherited Retinal DiseasesMEH, Moorfields Eye HospitalR, baseline modelRB, rebalanced modelS, synthetic data trained modelSynthetic dataTRR, True Recognition RateUMAP, Universal Manifold Approximation and Projection
DOI
10.1016/j.xops.2022.100258
PMID
36685715
发布时间
2024-03-13
- 浏览2
Ophthalmology science
2023年3卷2期
100258页
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