Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images - Lian, Chunfeng; Zhang, Jun; Liu, Mingxia; Zong, Xiaopeng; Hung, Sheng-Che; Lin, Weili; Shen, Dinggang (Medical image analysis, 2018)
Keywords: 7T MR images; Algorithms; Artificial neural networks; Brain; Brain - diagnostic imaging; Brain mapping; Deep learning; Fourier transforms; Fully convolutional networks; Humans; Image enhancement; Image Enhancement - methods; Image filters; Image processing; Image segmentation; Imaging, Three-Dimensional - methods; Localization; Lymphatic System - diagnostic imaging; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Medical imaging; Morphology; Multiscale analysis; Neural networks; Neural Networks, Computer; NMR; Nuclear magnetic resonance; Pattern Recognition, Automated - methods; Perivascular spaces; Radiology; Reproducibility of Results; Segmentation; Sensitivity and Specificity; Deep learning; Fully convolutional networks; 7T MR images; Segmentation; Perivascular spaces