Artificial intelligence for acute appendicitis diagnosis: A systematic review of current evidence, challenges, and future directions

AI demonstrates substantial potential to enhance diagnostic workflows for suspected appendicitis, particularly for identifying complicated cases and minimizing unnecessary imaging or surgery. Future research should emphasize multicenter prospective validation, standardized data annotation, explainable AI methods, and seamless integration into electronic health records and picture archiving systems.