Simultaneous estimation of population receptive field and hemodynamic parameters from single point BOLD responses using Metropolis-Hastings sampling - Adaszewski, Stanisław; Slater, David; Melie-Garcia, Lester; Draganski, Bogdan; Bogorodzki, Piotr (NeuroImage (Orlando, Fla.), 2018)
Keywords: Algorithms; Balloon-Windkessel hemodynamic model; Bayesian analysis; Bayesian estimation; Brain Mapping - methods; Computer Simulation; Estimates; Heuristic; Humans; Magnetic Resonance Imaging - methods; Markov Chain Monte Carlo; Markov Chains; Mathematical models; Metropolis-Hastings; Models, Neurological; Monte Carlo Method; NMR; Nuclear magnetic resonance; Population; Population receptive field; Posterior sampling; Receptive field; Sampling; Software; Standard deviation; Population receptive field; Bayesian estimation; Markov Chain Monte Carlo; Balloon-Windkessel hemodynamic model; Posterior sampling; Metropolis-Hastings