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Applying device learning how to actigraphy and sleep data along with routine medical data is a promising method for the growth of prognostic tools. Patients with AOC just who underwent pre-operative computed tomography (CT) scan, laparoscopic assessment, and cytoreductive surgery between August 2016 and February 2021 were retrospectively assessed. Predictive Index (PI) score and Peritoneal Cancer Index (PCI) scores were utilized to calculate the tumor load and predict the residual infec