So, how should you remove these dead skin cells? For reference, dead skin cells occur in a wide variety of areas. The face is a prime example, and other parts include hands, the back, legs, etc. My hands, in particular, get rough every winter. Applying hand cream It is essential. Otherwise, symptoms such as always getting fingernail splinters may occur.