ASL_PET_translation

If this repository helps you in anyway, show your love ❤️ by putting a ⭐ on this project

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.

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.

Tensorflow<2 & python>3.4

If this repository helps you in anyway, show your love ❤️ by putting a ⭐ on this project

Name		Name	Last commit message	Last commit date
Latest commit History 150 Commits
.idea		.idea
functions		functions
run_network		run_network
submit_job		submit_job
testing_nets		testing_nets
.gitignore		.gitignore
README.md		README.md
hypercapnia1.png		hypercapnia1.png
motor.png		motor.png
motor1.png		motor1.png
net1.png		net1.png
normocapnia1.png		normocapnia1.png
test_file.py		test_file.py
visual.png		visual.png
visual1.png		visual1.png