Application of ICA-CMAC in the Prediction of Human Hepatic Clearance
In this paper, a novel improved Credit Assigned CMAC (ICA-CMAC) is designed based on the concept of credit to enhance the performance of the traditional CMAC. Then ICA-CMAC is used to predict the human hepatic clearance according to in-vitro data of drugs. The experiment results show that the prediction by ICA-CMAC is faster and more accurate and can be thought as a new and effective way for drug metabolism prediction.
Y. Q. Ge et al., "Application of ICA-CMAC in the Prediction of Human Hepatic Clearance", Advanced Materials Research, Vols. 268-270, pp. 1759-1762, 2011