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The pitfalls of using open data to develop deep learning solutions for COVID-19 detection in chest X-rays.
Rachael Harkness
Geoff Hall
Alejandro F. Frangi
Nishant Ravikumar
Kieran Zucker
Published in:
CoRR (2021)
Keyphrases
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x ray
deep learning
chest radiographs
open data
x ray images
medical imaging
unsupervised learning
linked data
machine learning
three dimensional
medical images
pairwise
world wide
weakly supervised
discrete tomography
open government data
mental models
decision making