Adding CycleGAN-generated chest X-rays to a pneumonia training set raised validation ROC AUC from 0.9745 to 0.9929 in a single experiment.
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GANs 'N Lungs: improving pneumonia prediction
Adding CycleGAN-generated chest X-rays to a pneumonia training set raised validation ROC AUC from 0.9745 to 0.9929 in a single experiment.