Weakly supervised perivascular spaces segmentation with salient guidance of Frangi filter - Lan, Haoyu; Lynch, Kirsten M.; Custer, Rachel; Shih, Nien‐Chu; Sherlock, Patrick; Toga, Arthur W.; Sepehrband, Farshid; Choupan, Jeiran (Magnetic resonance in medicine, 2023)
Keywords: Algorithms; Artificial neural networks; Conditional random fields; Deep learning; Entropy (Information theory); Field theory; Humans; Image filters; Image processing; Image Processing, Computer-Assisted - methods; Image segmentation; Machine learning; Magnetic Resonance Imaging - methods; Model accuracy; Neural networks; Neural Networks, Computer; Optimization; Substantia alba; Supervised learning; Training; conditional random field; image processing; perivascular spaces; structural MRI; convolutional neural network