Imaging data includes X-rays, CT scans, MRIs, and PET scans that provide visual representations of tumors. This data is crucial for diagnosing cancer, planning treatments, and monitoring progression or remission. Advanced techniques like radiomics and machine learning are increasingly being used to extract quantitative features from imaging data, enhancing diagnostic precision.