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