Supermodeling in tumor dynamics prediction
Abstract We present a novel and faster data-assimilation (DA) scheme that can overcome the curse of dimensionality and overparameterization of biological models such as complex 3D cancer ones. We defined the supermodeling of a tumor as a kind of ensembling scheme that consists of a few sub-models representing various instances of a baseline cancer model…