Medical database includes both structured and unstructured data. Textual radiology reports are usually stored in databases unstructured. In this article we propose a method for structuring textual radiology reports. We extract patterns based on concepts in the textual radiology and use the Naive Bayes classifier to structure the textual radiology reports with the patterns. The experimental results show that the proposed approach can structre the radiology reports with a high precision.
