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So, how do deep neural networks actually work when it comes to **breast cancer prediction**? Well, they typically involve multiple layers of artificial neurons that are connected to each other. The input layer receives the raw data (like medical images or patient information), and the data is then passed through a series of hidden layers, where the algorithm learns to extract increasingly complex features. Finally, the output layer produces a prediction – for example, the probability that a patient has breast cancer. One of the key advantages of deep learning is its ability to automatically learn relevant features from the data. In traditional machine learning, you often need to manually select which features to include in the model, which can be time-consuming and require a lot of domain expertise. Deep learning, on the other hand, can figure out which features are most important on its own.
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