In the United States, cancer claims the lives of over 608,000 individuals annually, underscoring the critical need for early detection and treatment to improve survival rates. Preventative medical scans, particularly CT scans, offer a non-invasive method to visualize internal structures and identify potential growths indicative of cancer. These imaging tests provide clear visual data, allowing for swift diagnostic follow-up, which may include blood tests or biopsies, ultimately facilitating timely intervention.