Automated detection of enteric tubes misplaced in the respiratory tract on chest radiographs using deep learning with two centre validation.

Journal: Clinical radiology
PMID: 35850868

Abstract

AIM: To develop and test a model based on a convolutional neural network that can identify enteric tube position accurately on chest radiography.

Authors

  • D H Mallon
    Imperial College Healthcare NHS Trust, London, UK; MRC London Institute of Medical Sciences, Imperial College London, London, UK. Electronic address: dmallon@ic.ac.uk.
  • C D McNamara
    Imperial College Healthcare NHS Trust, London, UK.
  • G S Rahmani
    Galway University Hospitals, Galway, Ireland.
  • D P O'Regan
    MRC London Institute of Medical Sciences, Imperial College London, London, UK. Electronic address: declan.oregan@imperial.ac.uk.
  • D G Amiras
    Imperial College Healthcare NHS Trust, London, UK.

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