The research project focuses on the development of advanced CAD systems for the automated recognition of hematological diseases, with particular emphasis on the analysis of RBC, WBC, and the detection of parasitemias such as malaria. Further areas of study include radiomics and the identification of diseases in radiological images, leveraging multimodal approaches for a more comprehensive and integrated clinical data analysis.