Baby eczema—An iitchy rash in a baby's skin is called eczema, or atopic dermatitis.The rash can be triggered by many things, including moisture or saliva around the mouth,food allergies and sensitivity to soaps or detergents.Unless the triggers are removed from the environment, it typically will recur.