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Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
Jose Dolz, Christian Desrosiers, Li Wang +3
Precise 3D segmentation of infant brain tissues is an essential step towards comprehensive volumetric studies and quantitative analysis of early brain developement. However, comput…
Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image
Lei Xiang, Qian Wang, Xiyao Jin +3
Recently, more and more attention is drawn to the field of medical image synthesis across modalities. Among them, the synthesis of computed tomography (CT) image from T1-weighted m…
Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes
Jian Cheng, Dinggang Shen, Pew-Thian Yap +1
In diffusion MRI (dMRI), a good sampling scheme is important for efficient acquisition and robust reconstruction. Diffusion weighted signal is normally acquired on single or multip…