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DTG:基于双Transformer的生成对抗网络,用于视网膜2D/3D OCT图像分类
视网膜OCT数据分类的改进模型:提出双Transformer-GAN架构,融合2D单帧和3D序列数据,通过多尺度Vision Transformer编码、生成对抗网络增强语义表示、患者实例数据增强提升模型泛化能力,并采用加权分类器实现更精准的视网膜疾病诊断,实验表明在多个评估指标上 ...
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