Name: Alexander F. I. Osman, PhD (candidate)
Type: User
Company: Virginia Commonwealth University
Bio: I am interested in applying deep learning techniques to medical imaging and radiation oncology fields.
Twitter: AlexFIOsman
Location: Richmond, Virginia
Blog: https://scholar.google.com/citations?user=86hed34AAAAJ&hl=en&oi=ao
Alexander F. I. Osman, PhD (candidate) 's Projects
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
Develop a deep learning-based model utilizing a fully connected convolutional neural network (CNN) to predict bone age from left-hand radiographs.
Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
Deep learning-based convolutional neural network for contrast-enhanced MR image synthesis
Develop a deep learning-based model for accurate image-to-image translation across MRI sequences for the brain region.