Segmentation using adversarial image-to-image networks

Tao Xiong
Tao Xiong
S Kevin Zhou
S Kevin Zhou

Handbook of Medical Image Computing and Computer Assisted Intervention, pp. 165-182, 2020.

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Abstract:

Generative adversarial network (GAN) nowadays is widely adopted in the field of machine learning, computer vision, and medical image analysis. The deep image-to-image network is an effective and efficient baseline method for medical image segmentation. It has been designed as multiple forms in different applications recently. GAN is capab...More

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