Hierarchical convolutional models for automatic pneu-monia diagnosis based on X-ray images: new strategies in public health.

Journal: Annali di igiene : medicina preventiva e di comunita
Published Date:

Abstract

CONCLUSIONS: Despite some limits, our findings support the notion that deep learning methods can be used to simplify the diagnostic process and improve disease management.

Authors

  • G Maselli
    Department of Computer, Control, and Management Engineering, Sapienza University of Rome, Rome, Italy.
  • E Bertamino
    Sant'Andrea Hospital, Rome, Italy.
  • C Capalbo
    Sant'Andrea Hospital, Rome, Italy.
  • R Mancini
    Sant'Andrea Hospital, Rome, Italy.
  • G B Orsi
    Sant'Andrea Hospital, Rome, Italy.
  • C Napoli
    Sant'Andrea Hospital, Rome, Italy.