Individual predictions matter: Assessing the effect of data ordering in training fine-tuned CNNs for medical imaging

John R. Zech, Jessica Zosa Forde, Michael L. Littman

We reproduced the results of CheXNet with fixed hyperparameters and 50 different random seeds to identify 14 finding in chest radiographs (x-rays). Because CheXNet fine-tunes a pre…