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license: apache-2.0 |
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# SynthRAD 2025 – Pretrained Models (Task 1 & Task 2) |
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This repository hosts the pretrained models developed for the **SynthRAD 2025 challenge** on synthetic CT generation from **MRI (Task 1)** and **CBCT (Task 2)**. |
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All models are trained with **5-fold cross-validation** and released for reproducible research. |
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There are two types of models: |
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- Models designed for **Abdomen/Thorax (AB-TH)** |
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- Models designed for **Head & Neck (HN)** |
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Each set comes with ready-to-use **prediction configurations** for [KonfAI](https://github.com/vboussot/KonfAI). |
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## 📂 Available Models |
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### 🔹 Task 1 — MRI → sCT |
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- **Abdomen/Thorax (AB-TH)** |
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`Task_1/AB-TH/CV_0.pt … CV_4.pt` + `Prediction.yml` |
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- **Head & Neck (HN)** |
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`Task_1/HN/CV_0.pt … CV_4.pt` + `Prediction.yml` |
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👉 Full usage instructions: [GitHub – Synthrad2025 Task 1](https://github.com/vboussot/Synthrad2025_Task_1) |
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### 🔹 Task 2 — CBCT → sCT |
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- **Abdomen/Thorax (AB-TH)** |
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`Task_2/AB-TH/CV_0.pt … CV_4.pt` + `Prediction.yml` |
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- **Head & Neck (HN)** |
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`Task_2/HN/CV_0.pt … CV_4.pt` + `Prediction.yml` |
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👉 Full usage instructions: [GitHub – Synthrad2025 Task 2](https://github.com/vboussot/Synthrad2025_Task_2) |
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