ML algorithms can analyze medical images, such as MRI and CT scans, to detect early signs of cancer. Tools like convolutional neural networks (CNNs) are particularly effective in image analysis. By training these models on thousands of labeled images, they can learn to distinguish between benign and malignant growths with high accuracy.