Artificial intelligence is rapidly emerging as a transformative technology in the healthcare industry, particularly in medical imaging. Through deep learning frameworks, improved medical imaging, AI development, and deployment, researchers are using computer vision to perform accurate, early detection, medical classification, and advanced 3D automated segmentation. When these models are taken to the clinical environment, they help clinicians streamline imaging workflows, uncover hidden insights, improve productivity, and connect multimodal patient information for deeper patient understanding.