Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia

Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia

We assessed the role of artificial intelligence applied to chest X-rays (CXRs) in supporting the diagnosis of COVID-19. We trained and cross-validated a model with an ensemble of 10 convolutional neural networks with CXRs of 98 COVID-19 patients, 88 community-acquired pneumonia (CAP) patients, and 9...

Full description

Bibliographic Details
Main Authors: Christian Salvatore, Matteo Interlenghi, Caterina B. Monti, Davide Ippolito, Davide Capra, Andrea Cozzi, Simone Schiaffino, Annalisa Polidori, Davide Gandola, Marco Alì, Isabella Castiglioni, Cristina Messa, Francesco Sardanelli
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Diagnostics
Subjects:
artificial intelligence
neural networks
SARS-CoV-2
COVID-19
community-acquired pneumonia
chest X-ray
Online Access:https://www.mdpi.com/2075-4418/11/3/530

Internet

https://www.mdpi.com/2075-4418/11/3/530

Similar Items