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eess.IV 1

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2019 1

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CONDITIONAL 1

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GANs 'N Lungs: improving pneumonia prediction

eess.IV · 2019-08-01 · conditional · novelty 4.0

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 eess.IV · 2019-08-01 · conditional · none · ref 2

    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.