DeepDTI: High-fidelity six-direction diffusion tensor imaging using deep learning - Tian, Qiyuan; Bilgic, Berkin; Fan, Qiuyun; Liao, Congyu; Ngamsombat, Chanon; Hu, Yuxin; Witzel, Thomas; Setsompop, Kawin; Polimeni, Jonathan R.; Huang, Susie Y. (NeuroImage (Orlando, Fla.), 2020)
Keywords: Brain - diagnostic imaging; Brain research; Connectome; Convolutional neural network; Data redundancy; Deep Learning; Denoising; Diffusion tensor imaging; Diffusion Tensor Imaging - methods; Diffusion tractography; Humans; Image Processing, Computer-Assisted - methods; Magnetic resonance imaging; Methods; Nerve Net - diagnostic imaging; Neural networks; Neural Networks, Computer; Neuroimaging; Residual learning; Substantia alba; Tract-specific analysis; Deep learning; Diffusion tractography; Tract-specific analysis; Convolutional neural network; Residual learning; Data redundancy; Diffusion tensor imaging; Denoising