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@@ -13,6 +13,7 @@ This repository contains a conditional diffusion model trained to generate 3D me
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  ## Trained on Dataset
 
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  ![Sample dataset](assets/dataset.png)
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  1. [Kaggle Pancreas CT](https://www.kaggle.com/datasets/salihayesilyurt/pancreas-ct)
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  2. [Cancer Imaging Archive Pancreatic CT](https://nbia.cancerimagingarchive.net/nbia-search/)
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  - Optimizer: Adam
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  - Loss: Score matching loss
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- ## Dataset
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-
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- The model was trained on medical CT scan data with corresponding segmentation masks. The dataset contains 3,346 training examples with 80-20 train/validation split.
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-
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  ## Citation
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  If you use this model in your research, please cite:
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  }
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  ```
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  ## License
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  This project is open-source under the MIT License.
 
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  ## Trained on Dataset
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+ The model was trained on medical CT scan data with corresponding segmentation masks. The dataset contains 3,346 training examples with 80-20 train/validation split.
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  ![Sample dataset](assets/dataset.png)
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  1. [Kaggle Pancreas CT](https://www.kaggle.com/datasets/salihayesilyurt/pancreas-ct)
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  2. [Cancer Imaging Archive Pancreatic CT](https://nbia.cancerimagingarchive.net/nbia-search/)
 
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  - Optimizer: Adam
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  - Loss: Score matching loss
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  ## Citation
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  If you use this model in your research, please cite:
 
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  }
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  ```
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+ ## Publications
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+ - **Archie Tan, Scott Spurlock.**
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+ *Learning to generate realistic medical images to improve pancreatic cancer segmentation.*
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+ Accepted for presentation at the [39th Annual Consortium for Computing Sciences in Colleges: Southeastern Conference (CCSC-SE 2025)](http://ccscse.org/), Mercer University, Macon, GA, November 7–8, 2025.
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+ Published in the *Journal of the Consortium for Computing Sciences in Colleges* (to appear).
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+ [Conference Site](https://www.conftool.org/ccsc-se/) | [Formatting Guidelines](https://lubaochuan.github.io/ccsc-editor/authors.html)
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  ## License
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  This project is open-source under the MIT License.