Global optimization using Gaussian Processes to estimate biological parameters from image data

Diana Barac, Michael D. Multerer, Dagmar Iber

Parameter estimation is a major challenge in computational modeling of biological processes. This is especially the case in image-based modeling where the inherently quantitative o…