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1. attention-aware-3D-UNet-for-RT-dose-prediction attention-aware-3D-UNet-for-RT-dose-prediction Public

   Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.

   Python 30 7

2. deep-learning-KBP-methods-for-rt-dose-prediction deep-learning-KBP-methods-for-rt-dose-prediction Public

   Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.

   Python 11 1

3. dense-dilated-residual-convolutions-for-contrast-enhanced-MRI-synthesis dense-dilated-residual-convolutions-for-contrast-enhanced-MRI-synthesis Public

   Deep learning-based convolutional neural network for contrast-enhanced MR image synthesis

   Python 7

4. UNet-for-MR-to-MR-image-translation UNet-for-MR-to-MR-image-translation Public

   Develop a deep learning-based model for accurate image-to-image translation across MRI sequences for the brain region.

   Python 8 3

5. deep-learning-based-bone-age-estimation deep-learning-based-bone-age-estimation Public

   Develop a deep learning-based model utilizing a fully connected convolutional neural network (CNN) to predict bone age from left-hand radiographs.