This step in the preprocessing strategy involves combining multiple sources into a single dataset. It is carried out within a data management framework for the creation of exploitable databases (such as the creation of image databases, cross-sections of the abdomen, MRIs or X-rays for diagnostic aid problems). There are, however, certain problems that could arise, such as incompatibility of certain formats or redundancy of certain data.