1.7k citations
2 papers
cs.CV2018★ 1.7k cited
Confounding variables can degrade generalization performance of radiological deep learning models
John R. Zech, Marcus A. Badgeley, Manway Liu +3
Early results in using convolutional neural networks (CNNs) on x-rays to diagnose disease have been promising, but it has not yet been shown that models trained on x-rays from one…
q-bio.GN2004★ 9 cited
Increasing biological complexity is positively correlated with the relative genome-wide expansion of non-protein-coding DNA sequences
R. J. Taft, J. S. Mattick
Background: Prior to the current genomic era it was suggested that the number of protein-coding genes that an organism made use of was a valid measure of its complexity. It is now…