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This paper presents a new metadata model to describe and retrieve medical visual information, such images and their diagnoses, using the Web. The classes of this model allow describing medical images of different medical areas, including their properties, components and relationships. This model supports the international classification of diseases and related health problems (i.e. ICD-10) . The MedISeek (Medical Image Seek) prototype presented here proposes a medical image sharing systemdoi:10.22456/2175-2745.5981 fatcat:kho4bkfuvve4lgrngtsmbekzva