Patent for Advanced AI Technology to Track and Stop Cancer Cell Growth
BioE Assistant Research Professor Kiran Vanaja was awarded a patent for “Multi-dimensional phenotypic space for genotype to phenotype mapping and intelligent design of cancer drug therapies using a deep learning net.”
Abstract Source: USPTO
Systems and methods are disclosed for mapping single-cell ‘omics data in a phenotypic space. The method comprises reading single-cell ‘omics data; providing the single-cell ‘omics data to a trained artificial neural network, the trained artificial neural network mapping the single-cell ‘omics data to a point in a phenotypic space; determining a trajectory of the point within the phenotypic space based on at least one drug therapy; and classifying an efficacy of the at least one drug therapy based on the trajectory.
