Fig. 8: Schematic diagram and network architectures. | Nature Communications

Fig. 8: Schematic diagram and network architectures.

From: A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure

Fig. 8

a General idea behind Smile-GAN. The model aims to learn several mappings from the CN group to the PT group b Schematic diagram of Smile-GAN. The idea of the model is realized by learning one mapping from joint of two groups X × Z to Y, while learning another function \({{{{{\rm{g}}}}}}:Y\to Z\). CN cognitive normal control, PT patient, Sub pattern subtype. c Network architecture of three functions: blue arrow represents one linear transformation followed by one leaky rectified linear unit function, green arrow represents one linear transformation followed by one softmax function, red arrow represents only one linear transformation.

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