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# Segmentation Model Project | ||
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**_AI template: Nog invullen_** | ||
# 5ARIP10 Interdisciplinary team project | ||
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## Introduction | ||
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This project is focused on developing a segmentation model. The goal of this model is to classify each pixel in an image into a set of categories. | ||
This project, conducted in collaboration between Eindhoven University of Technology (TU/e) and Philips, is focused on .......... for the Image Guided Therapy Challenge on Transarterial Chemoembolization (TACE) procedures. The goal of this project .......... | ||
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## Getting Started | ||
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Explain how to use your project. Provide examples. | ||
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## Contributing | ||
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If you would like to contribute, please fork the project, make your changes, and submit a pull request. We will review your changes and approve them if they are of benefit. | ||
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## License | ||
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Include information about the license. | ||
This project is licensed under the MIT License - see the [LICENSE](https://github.com/LucianoDeben/5ARIP10-ITP-T3G3/blob/main/LICENSE) file for details. | ||
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## Acknowledgments | ||
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List of people or resources you want to thank or acknowledge. | ||
We would like to thank the following resources and individuals: | ||
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- Our project mentor, Danny Ruijters, for their guidance. | ||
- Philips, for their collaboration and support in this project. | ||
- Gopalakrishnan, Vivek, and Golland, Polina for their work on [fast auto-differentiable digitally reconstructed radiographs](https://link.springer.com/chapter/10.1007/978-3-031-23179-7_1). We utilized their [`DiffDRR`](https://github.com/eigenvivek/DiffDRR?tab=readme-ov-file#user-content-fn-1-aa759ff9097582506ce05933e125ab0a): Auto-differentiable DRR rendering and optimization in PyTorch in our project. | ||
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## Authors | ||
This project was developed by: | ||
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- Author 1: Crapels, Dhani - [email protected] | ||
- Author 2: Deben, Luciano - [email protected] | ||
- Author 3: Bierenbroodspot, Sven - [email protected] |