In recent years, medical imaging has witnessed unprecedented advancements, particularly with the integration of artificial intelligence (AI). Modern imaging systems now rely on deep-learning algorithms capable of analyzing medical images with exceptional accuracy, often surpassing human performance in speed and precision. AI significantly enhances the early detection of diseases such as cancer, cardiovascular disorders, and neurological conditions by identifying subtle patterns that traditional methods may overlook. It has contributed to reducing human error, improving radiologists’ efficiency, and accelerating the diagnostic workflow. As innovation continues, AI is expected to become a fundamental component of future imaging systems, providing more accurate and reliable diagnostic tools. This evolution will elevate healthcare quality and support more effective and timely treatment strategies. "AL_mustaqbal University is the first university in Iraq"