[Medical imaging]() plays a pivotal role in cancer prediction and diagnosis. Techniques such as [MRI](), [CT scans](), and [PET scans]() provide detailed insights into tumor characteristics. Advanced imaging analysis using AI can detect subtle changes that might be indicative of early-stage cancer, thereby improving prediction accuracy.