Machine learning "red dot": open-source, cloud, deep convolutional neural networks in chest radiograph binary normality classification.

Journal: Clinical radiology
Published Date:

Abstract

AIM: To develop a machine learning-based model for the binary classification of chest radiography abnormalities, to serve as a retrospective tool in guiding clinician reporting prioritisation.

Authors

  • E J Yates
    Foundation Doctor, West Midlands, England, UK. Electronic address: elliotyatesj@gmail.com.
  • L C Yates
    Foundation Doctor, West Midlands, England, UK.
  • H Harvey
    Kheiron Medical Technologies, Rocketspace, 40 Islington High St, London N1 8EQ, UK.