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COVID-19 pneumonia chest radiographic severity score: variability assessment among experienced and in-training radiologists and creation of a multireader composite score database for artificial intelligence algorithm development.

Marly van AssenMohammadreza ZandehshahvarHossein MalekiYashar KiarashiTimothy ArleoArthur E StillmanPeter FilevAmir H DavarpanahEugene A BerkowitzStefan TiggesScott J LeeBrianna L VeyAli AdibiCarlo N De Cecco
Published in: The British journal of radiology (2022)
Most AI algorithms are trained on data labeled by a single expert. This study shows that for COVID-19 X-ray severity classification there is significant variability and disagreement between radiologist and between residents.
Keyphrases
  • artificial intelligence
  • machine learning
  • deep learning
  • big data
  • coronavirus disease
  • sars cov
  • high resolution
  • respiratory syndrome coronavirus
  • clinical practice
  • intensive care unit
  • virtual reality