This research explores the application of artificial intelligence and machine learning techniques for the early detection of diseases using medical imaging and clinical data. The study evaluates modern deep learning models for improving diagnostic accuracy while reducing healthcare costs. The findings demonstrate the potential of AI-assisted diagnosis to support healthcare professionals in making faster and more accurate clinical decisions.