Abstract
The aim of this paper is to provide an overview of the development of the intelligent data analysis in the field of medicine and health analysis. The main objective is to show how Natural Language Processing and machine learning techniques used for representation of information and what classification algorithms are suitable for identifying and classifying relevant medical information in short text.