Challenges and Solutions

• Challenge 1: Data Privacy Solution: Implement end-to-end encryption, federated learning, and differential privacy to ensure data security.

• Challenge 2: Model Bias Solution: Use diverse training data and conduct regular bias audits to mitigate biases in race, gender, and other dimensions.

• Challenge 3: Regulatory Compliance Solution: Collaborate with global regulators to ensure compliance with local healthcare regulations.