Many people because of wrong diagnosis, would die during the treatment. Finding the real people affected by brain diseases is appreciable achievement but at the same time, would avoid wrong interpretation of disease. The uncertainty to be detected and would measure from the layers of CNN. Such layers are discriminate because they denote uncertainty while processing the given input.