In previous work, an automatic assessment system was presented for the evaluation of patient progress and effectiveness of the therapy, that is based on the Box and Blocks Test (BBT) of manual dexterity. In this article, a study of the feasibility to use in Parkinson treatment is presented. The results advocates the use of automated methods in physical rehabilitation assessment.