Prognostic Decision Support Systems (PDSS) are advanced tools designed to assist healthcare professionals in making informed decisions regarding the prognosis and treatment of cancer patients. These systems leverage a variety of data sources, including patient demographics, clinical history, imaging results, and genetic information, to predict patient outcomes and recommend personalized treatment plans.