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The use of information technology solutions has become an innovative way to treat patients in hospitals. The creation of a framework based on the development of ontology to structure information on patients with breast cancer is developed. The main aim is to find patterns of information that can be drawn after analyzing the data using text mining techniques. The obtained knowledge can be used for decision-making by health specialists or can make the subject of research for improvement of the health care system.