Fig. 1: The study design flowchart and the structural diagram of the StyleGAN2-based MSL generation tool. | Communications Medicine

Fig. 1: The study design flowchart and the structural diagram of the StyleGAN2-based MSL generation tool.

From: Expert-guided StyleGAN2 image generation elevates AI diagnostic accuracy for maxillary sinus lesions

Fig. 1

A Expert-controlled StyleGAN2-generated lesion images were incorporated into the baseline training set to improve data distribution, followed by evaluating ResNet50’s diagnostic performance. B After training StyleGAN2, high-quality MSL images, like mucosal thickening, polypoid lesions, and ostium obstruction, could be generated through an expert-controlled GANSpace interface.

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