In-silico Prediction of Human Intestinal Absorption and human oral bioavailability

Human intestinal absorption (HIA) and human oral bioavailability are two important ADME properties in drug design. We built some in-silico models for classification of human intestinal absorption (HIA) and human oral bioavailability by Kohonen’s self-organizing Neural Network (KohNN), and several quantitative models for prediction of HIA and bioavailability of several subset compounds datasets by Support Vector Machine (SVM).