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Fig. 2 | Respiratory Research

Fig. 2

From: Deep learning parametric response mapping from inspiratory chest CT scans: a new approach for small airway disease screening

Fig. 2

The structure of the expiratory generator. The expiratory generator consists of two parts: a generator that produces coarse expiratory CT scans, and a conditional generator that refines them. Both subnetworks have UNet-like structures and share a discriminator that calculates adversarial loss by comparing the generated CT scans with real expiratory CT scans. Additionally, L1 loss is used to supervise each generator

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Respiratory Research

ISSN: 1465-993X

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