Development and validation of automated computer-aided risk scores to predict in-hospital mortality for emergency medical admissions with COVID-19: a retrospective cohort development and validation study.

Muhammad FaisalMohammed MohammedDonald RichardsonMassimo FioriKevin Beatson

Published in: BMJ open (2022)

We have developed a validated CARMc19 scores with good performance characteristics for predicting the risk of in-hospital mortality. Since the CARMc19 scores place no additional data collection burden on clinicians, it may now be carefully introduced and evaluated in hospitals with sufficient informatics infrastructure.

Keyphrases

emergency medical
coronavirus disease
electronic health record
sars cov
big data
machine learning
healthcare
palliative care
deep learning
high throughput
risk factors
data analysis
single cell