Daali, Amy Wafa. (The University of Texas at San Antonio), “PCA based algorithm for longitudinal brain tumor stage classification and dynamical modeling of tumor decay in response to VB-111 virotherapy”, Advisor: Jamshidi, Mo
In this dissertation, the author proposes the first, to the best of our knowledge, PCA based algorithm to noninvasively recognize and classify different temporal stages of brain tumors given a large time series of MRI images.