https://github.com/yousefis/ASL2PET

https://github.com/yousefis/ASL2PET

Last synced: 28 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/yousefis/ASL2PET
• Owner: yousefis
• Created: 2020-05-12T09:07:20.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2023-03-16T11:16:04.000Z (over 1 year ago)
• Last Synced: 2024-08-03T06:01:15.152Z (4 months ago)
• Language: Python
• Size: 4.32 MB
• Stars: 5
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome_medical - ASL2PET

README

        
# ASL_PET_translation

If this repository helps you in anyway, show your love :heart: by putting a :star: on this project 

Source code for the paper: [ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network](https://arxiv.org/pdf/2103.05116.pdf). 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

If this repository helps you in anyway, show your love :heart: by putting a :star: on this project