This paper surveys on the recent trends of supervised document classification methods
with a special focus on the medical context. In particular, the semantic document
classification is considered, where some relevant general purpose algorithms are described.
Then, relevant methods for semantic classification of medical documents are in the
focus. The considered algorithms are categorised according to the adopted document
representation or classifier. Finally, advancement of the state-of-the-art is proposed
and described in the medical domain.