This book focuses on a mathematical model describing a reduction in oxygen (O2) to the brain resulting from the impaired respiratory function of the lungs caused by COVID-19. The dynamics of blood flow along the brain capillaries and tissue are modeled as systems of ordinary and partial differential equations (ODE/PDEs).