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udate main repo name with budai4medtech
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mxochicale authored Jun 20, 2022
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Expand Up @@ -5,7 +5,7 @@ T. Bautista, J. Matthew, H. Kerdegari, L. Peralta and M. Xochicale
In this work, we present an empirical study of DCGANs for synthetic generation of fetal head ultrasound, consisting of hyperparameter heuristics and image quality assessment.
We present experiments to show the impact of different image sizes, epochs, data size input, and learning rates for quality image assessment on four metrics: mutual information (MI), fr\'echet inception distance (FID), peak-signal-to-noise ratio (PSNR), and local binary pattern vector (LBPv).
The results show that FID and LBPv have stronger relationship with clinical image quality scores.
The resources to reproduce this work are available at \url{https://github.com/xfetus/miua2022}.
The resources to reproduce this work are available at \url{https://github.com/budai4medtech/miua2022}.

[![article](https://img.shields.io/badge/article-arXiv-orange.svg)](https://arxiv.org/abs/2206.01731)
[![article](https://img.shields.io/badge/read-article-blue.svg)](https://github.com/xfetus/miua2022/blob/pdfs/miua2022-abstract.pdf)
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After generating your SSH keys as suggested [here](https://docs.github.com/en/github/authenticating-to-github/generating-a-new-ssh-key-and-adding-it-to-the-ssh-agent) or [here](https://github.com/mxochicale/tools/blob/main/github/SSH.md) with few personal notes.
You can then clone the repository by typing (or copying) the following line in a terminal at your selected path in your machine:
```
git clone [email protected]:xfetus/miua2022.git
git clone [email protected]:budai4medtech/miua2022.git
```


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## Contact
If you have specific questions about the content of this repository, you can drop us an email to [[email protected]](mailto:[email protected]?subject="[miua2022]").
If your question might be relevant to other people, please instead [open an issue](https://github.com/xfetus/miua2022/issues).
If your question might be relevant to other people, please instead [open an issue](https://github.com/budai4medtech/miua2022/issues).

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