Mayo Clinic defines eczema as a condition that makes your skin red and itchy. Psoriasis, on the other hand, is defined as an overproduction of skin cells and is characterized by thick, silvery scales and itchy dry, red patches that are sometimes painful. Both are autoimmune diseases.