Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks.

Matthew D LiNishanth Thumbavanam ArunMishka Gidwani Ken Chang Francis Deng Brent P Little Dexter P Mendoza Min Lang Susanna I Lee Aileen O'Shea Anushri Parakh Praveer Singh Jayashree Kalpathy-Cramer

Published in: Radiology. Artificial intelligence (2020)

A Siamese neural network-based severity score automatically measures radiographic COVID-19 pulmonary disease severity, which can be used to track disease change and predict subsequent intubation or death.

Keyphrases

neural network
coronavirus disease
sars cov
pulmonary hypertension
machine learning
cardiac arrest
deep learning