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ASL_PET_translation

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Source code for the paper: ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network. In this project the inputs are the ASL and T1 scans and the output is a PET scan.

Proposed CNN

Figure 1- DDAUnet network.

Results

Figure 2- Results for the normocapnia and hypercapnia data.

Figure 2- Results for the visual cortex data.

Figure 3- Results for the motor cortex data.

Requirments

Tensorflow<2 & python>3.4

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