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