Yes, algorithms can predict cancer progression by analyzing historical patient data. By examining variables such as genetic information, lifestyle factors, and treatment histories, predictive models can estimate the likely course of the disease. This information is invaluable for making informed decisions about treatment plans and assessing the need for aggressive interventions.