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24 days ago

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Generative models improve fairness of medical classifiers under distribution shifts - Nature Medicine

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Generative models improve fairness of medical classifiers under distribution shifts - Nature Medicine

Domain generalization is a ubiquitous challenge for machine learning in healthcare. Model performance in real-world conditions might be lower than expected because of discrepancies between the data encountered during deployment and development. Underrepresentation of some groups or conditions during model development is a common cause of this phenomenon.

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Generative models improve fairness of medical classifiers under distribution shifts - Nature Medicine

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Generative models improve fairness of medical classifiers under distribution shifts - Nature Medicine

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