Clinical Utility and Functionality of an Artificial Intelligence-Based App to Predict Mortality in COVID-19: Mixed Methods Analysis.

Ahmed Abdulaal Aatish Patel Ahmed Al-Hindawi Esmita Charani Saleh A Alqahthani Gary W Davies Nabeela Mughal Luke Stephen Prockter Moore

Published in: JMIR formative research (2021)

Translating artificial intelligence technologies into the clinical setting remains an important but challenging task. We demonstrate the effectiveness, efficiency, and system usability of a web-based app designed to predict the outcomes of patients with COVID-19 from an ANN.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
coronavirus disease
sars cov
randomized controlled trial
systematic review
cardiovascular events
study protocol
risk factors
health information
electronic health record
type diabetes
neural network
clinical trial
weight loss