Outcome prediction is crucial for several reasons: - It helps in the early identification of patients at high risk of complications. - It enables proactive interventions, thereby improving patient outcomes. - It facilitates the efficient allocation of healthcare resources. - It assists in setting realistic expectations for patients and their families. - It supports evidence-based practice by integrating predictive analytics into clinical decision-making.