This report presents the participation of our joint research team in the VISCERAL retrieval task. Given a query case, the cases with highest similarities in the database were retrieved. 5 runs were submitted for the 10 queries provided in the task, of which two were based on the anatomy-pathology terms, two were based on the visual image content, and the last one was based on the fusion of the aforementioned four runs.