Prognostic Modeling of COVID-19 Using Artificial Intelligence in the United Kingdom: Model Development and Validation.

Ahmed Abdulaal Aatish Patel Esmita Charani Sarah Denny Nabeela Mughal Luke Stephen Prockter Moore

Published in: Journal of medical Internet research (2020)

This analysis demonstrates an adaptive ANN trained on data at a single site, which demonstrates the early utility of deep learning approaches in a rapidly evolving pandemic with no established or validated prognostic scoring systems.

Keyphrases

artificial intelligence
deep learning
big data
coronavirus disease
sars cov
machine learning
convolutional neural network
electronic health record
respiratory syndrome coronavirus
body composition