Recent advancements in artificial intelligence machine learning have revolutionized medical image analysis, enabling enhanced diagnosis and treatment planning. Sophisticated techniques such as convolutional neural networks (CNNs) are being employed to identify subtle patterns in medical images, leading to enhanced outcomes. These approaches can be