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In recent years the constant development of diagnostic techniques has contributed to improving the prognosis of many diseases. Among all, oncological diseases remain those in which a correct and early diagnosis can not only significantly improve the patient’s quality of life but also impact the effectiveness of the therapy itself. Artificial Intelligence can provide valuable aid to this need through the development of predictive models to support the physicians in the diagnosis of the disease. The project “Synergy-Net: Research and Digital Solutions in the Fight Against Oncological Diseases”, born from the collaboration between the Department of Medical and Advanced Surgical Sciences of the University of Campania “L. Vanvitelli”, the National Informatics Inter-University Consortium (National Informatics Inter-University Consortium), Lab ITEM “C. Savy” and Bollino IT S.p.A., aims at the realisation of a …