Medicine and Health
Generative models improve fairness of medical classifiers under distribution shifts
I. Ktena, O. Wiles, et al.
Recent research by Ira Ktena and colleagues at Google DeepMind reveals that generative AI, particularly diffusion models, can significantly enhance the performance of machine learning in healthcare. By generating synthetic data to bolster underrepresented groups in medical imaging, this study showcases improvements in diagnostic accuracy and fairness across multiple modalities.
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