IRLAB presents application of deep learning on multidimensional CNS drug efficacy data
IRLAB (Nasdaq Stockholm: IRLAB A) presents results from a collaboration between the Department of Mathematical Sciences at Chalmers University of Technology, Gothenburg, the specialist artificial intelligence (AI) company Smartr and IRLAB. Based on multidimensional in vivo phenotypic dose response profiles generated by IRLAB's ISP technology, it is found that in particular multilayer perceptron networks perform well for prediction of therapeutic indication and classification of drug candidates. The methodology further holds promise to discover new or expanded indications for both drug