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