Medical image analysis has become one of the most important fields where artificial intelligence (AI) has brought a real revolution, providing high accuracy and unprecedented speed in disease detection. This technology relies on deep learning algorithms that learn from millions of medical images—such as X-rays, MRI scans, and CT scans—to recognize disease patterns with accuracy that sometimes surpasses the human eye. This advancement contributes to the early detection of serious diseases such as cancerous tumors, diabetic retinopathy, heart diseases, and strokes. Thanks to AI, physicians can obtain precise reports within seconds, which improves diagnostic quality and reduces the likelihood of errors. In addition, intelligent systems enhance imaging accuracy by reducing noise and improving image quality, making radiological examinations clearer and more effective. These systems can also be integrated with patient records to provide comprehensive analysis that combines imaging with clinical information, enabling a deeper understanding of the patient’s condition. Medical image analysis with AI forms a cornerstone of the future of medicine, combining speed, accuracy, and the ability to analyze large datasets, making healthcare more advanced and effective. Al-Mustaqbal University is the first one university in Iraq.