Alexander F. I. Osman, PhD (candidate) 's repositories
attention-aware-3D-UNet-for-RT-dose-prediction
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
deep-learning-KBP-methods-for-rt-dose-prediction
Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
UNet-for-MR-to-MR-image-translation
Develop a deep learning-based model for accurate image-to-image translation across MRI sequences for the brain region.
dense-dilated-residual-convolutions-for-contrast-enhanced-MRI-synthesis
Deep learning-based convolutional neural network for contrast-enhanced MR image synthesis
deep-learning-based-bone-age-estimation
Develop a deep learning-based model utilizing a fully connected convolutional neural network (CNN) to predict bone age from left-hand radiographs.