Oxygen extraction fraction mapping at 3 Tesla using an artificial neural network: A feasibility study - Domsch, Sebastian; Mürle, Bettina; Weingärtner, Sebastian; Zapp, Jascha; Wenz, Frederik; Schad, Lothar R. (Magnetic resonance in medicine, 2018)
Keywords: Adult; Aged; analytical tissue model; artificial neural network; Artificial neural networks; Biomarkers; blood‐oxygenation‐level‐dependent (BOLD); Brain; Brain - diagnostic imaging; Brain - metabolism; Brain cancer; Brain Neoplasms - blood; Brain Neoplasms - diagnostic imaging; Brain tumors; Computer simulation; Curve fitting; Feasibility studies; Female; Functional magnetic resonance imaging; GESSE; Humans; Image Interpretation, Computer-Assisted; Image Processing, Computer-Assisted - methods; In vivo methods and tests; Least-Squares Analysis; least‐squares regression; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Mapping; Neural networks; Neural Networks (Computer); Oxygen - blood; oxygen extraction fraction; Oxygenation; Protocol (computers); Regression analysis; Viability; Young Adult; artificial neural network; analytical tissue model; least-squares regression; machine learning; oxygen extraction fraction; GESSE; blood-oxygenation-level-dependent (BOLD)