Identifying Bayesian Optimal Experiments for Uncertain Biochemical Pathway Models

no code implementations • 12 Sep 2023 • Natalie M. Isenberg, Susan D. Mertins, Byung-Jun Yoon, Kristofer Reyes, Nathan M. Urban

This leads to a probabilistic prediction of drug performance and a quantitative measure of which prospective laboratory experiment will optimally reduce prediction uncertainty in the PD model.

Experimental Design Uncertainty Quantification