27 citations · 85 across the 17 of their papers we have counts for
Showing 2019Show all
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cs.CV2019★ 2 cited
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…
cs.LG2019★ 27 cited
The Scientific Method in the Science of Machine Learning
Jessica Zosa Forde, Michela Paganini
In the quest to align deep learning with the sciences to address calls for rigor, safety, and interpretability in machine learning systems, this contribution identifies key missing…