The University of Tokyo School of Medicine

Data mining of microspectroscopic image using intrinsic features of overcomplete independent bases

In this study, we will develop a novel statistical method for extracting information from microspectroscopic images using overcomplete independent component analysis. This approach enables us to analyze raw data from the detector of the microscope in a data-driven fashion and decompose it into biologically relevant entities of the same dimension as the original image.