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1212 2.1 [ Creating a Simple Website for PortPy] ( #website )
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1414### 3. AI/ML advanced modelling
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1516 3.1 [ Implementing Top-Performing Dose Prediction Model (Cascade 3D U-Net)] ( #openkbp1 )
1617 3.2 [ Building Dose Prediction using Advanced U-Net Architecture (Dilated U-Net)] ( #openkbp2 )
1718 3.3 [ Feature-Based Dose Prediction with Enhanced Accuracy] ( #openkbp3 )
@@ -144,8 +145,10 @@ Design and build a simple website for PortPy using modern web technologies.
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145146## 3. AI/ML advanced modelling
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148+ Implement top 3 performing models of OpenKBP: The open-access knowledge-based planning grand challenge into PortPy
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148- <h3 id =" openkbp1 " > 3.1 Project Title: Implementing Top-Performing Dose Prediction Model (Cascade 3D U-Net) from the Open-Access Grand Challenge </h3 >
151+ <h3 id =" openkbp1 " > 3.1 Project Title: Implementing Top-Performing Dose Prediction Model (Cascade 3D U-Net) </h3 >
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150153** Requirements:** Proficiency in PyTorch, GPU-based training
151154** Good to Know:** TensorFlow, Keras, medical imaging concepts
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