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Related Questions
- What are some common healthcare datasets where class imbalance is a significant challenge?
- How does class imbalance affect the performance of machine learning models in medical diagnosis?
- What are some techniques used to address class imbalance in healthcare datasets with a small number of positive instances?
- Can you provide examples of healthcare datasets with significant class imbalance and their characteristics?
- How does class imbalance impact the development of predictive models for rare diseases?
- What are some strategies for handling class imbalance in healthcare datasets with a large number of negative instances?
- Can you discuss the implications of class imbalance on the performance of deep learning models in medical imaging analysis?
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