Using Bayesian inference to estimate plausible muscle forces in musculoskeletal models.
Russell T JohnsonDaniel LakelandJames M FinleyPublished in: Journal of neuroengineering and rehabilitation (2022)
While the results from this process are a promising step towards characterizing uncertainty in muscle force estimation, the computational time required to search the solution space with, and the lack of MCMC convergence indicates that further developments in MCMC algorithms are necessary for this process to become feasible for larger-scale models.