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https://github.com/yousefis/ASL2PET
https://github.com/yousefis/ASL2PET
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/yousefis/ASL2PET
- Owner: yousefis
- Created: 2020-05-12T09:07:20.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2023-03-16T11:16:04.000Z (over 1 year ago)
- Last Synced: 2024-01-22T17:04:54.559Z (5 months ago)
- Language: Python
- Size: 4.32 MB
- Stars: 5
- Watchers: 1
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Lists
- awesome_medical - ASL2PET
README
# 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](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