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Another critical aspect is **regulatory compliance and ethics**. Healthcare is a heavily regulated industry, and rightly so. When AI systems are used in medical contexts, they must adhere to ethical guidelines and regulatory standards such as HIPAA in the US and GDPR in Europe. XAI helps ensure that AI systems are compliant with these regulations by making their decision-making processes transparent and auditable. This transparency allows regulators to assess the fairness, safety, and efficacy of AI systems used in healthcare. Moreover, XAI promotes ethical AI practices by enabling the detection and mitigation of biases in algorithms. By understanding how an AI system makes decisions, developers and healthcare providers can work together to identify and address any potential ethical concerns, ensuring that AI is used responsibly and ethically in healthcare.
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