Despite its benefits, cancer imaging faces several challenges. These include variability in imaging techniques, interpretation differences among radiologists, and the need for high-resolution images to detect small or early-stage tumors. Additionally, exposure to radiation from repeated imaging procedures poses a risk, necessitating the development of low-dose imaging techniques.
