Extended Data Fig. 7: Comparison of the reconstructed complex amplitude of rectum and small bowel. | Nature Machine Intelligence

Extended Data Fig. 7: Comparison of the reconstructed complex amplitude of rectum and small bowel.

From: Deep learning based on parameterized physical forward model for adaptive holographic imaging with unpaired data

Extended Data Fig. 7

Reconstruction results from three different methods – CycleGAN, PhaseGAN, and the proposed- are presented. a,b, Diffraction intensity of (a) rectum and (b) small bowel measured at 14 mm and 24 mm, respectively, are used as network input. The ground truth is also presented in the right column. The proposed model shows superior reconstruction results compared to the existing methods. Scale bar: 20 μm.

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