Imaging algorithms are sophisticated computational methods used to analyze medical images to assist in the diagnosis, staging, and treatment of cancer. These algorithms can process various types of images, including CT scans, MRI, PET scans, and ultrasound images, to provide a more accurate and detailed understanding of a tumor's characteristics.