Ensuring that deep learning models are fair and unbiased is crucial. This involves developing methods to detect and mitigate bias in AI systems.

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In healthcare, deep learning is used for analyzing medical images to diagnose diseases more accurately and quickly than human experts. It's also being explored for drug discovery and predicting patient outcomes.