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Related Questions
- What are some key factors to consider when selecting a subset of data for active learning in healthcare LLMs?
- How can human annotators be effectively utilized in active learning to improve fairness and accuracy in healthcare LLMs?
- What are some strategies for reducing annotation bias in active learning for healthcare LLMs?
- Can you discuss the role of uncertainty sampling in active learning for healthcare LLMs and its impact on fairness and accuracy?
- How can active learning be used to address data drift and concept drift in healthcare LLMs?
- What are some methods for evaluating the fairness and accuracy of LLMs in healthcare decision-making, and how can active learning be used to improve these metrics?
- Can you explain how active learning can be used to improve the generalizability of healthcare LLMs to diverse patient populations?
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