Development of an Electronic Algorithm to Identify in Real Time Adults Hospitalized With Suspected Community-Acquired Pneumonia.

George JonesJoe AmoahEili Y KleinHannah LeemanAria SmithScott LevinAaron M MilstoneKathryn DzintarsSara E Cosgrove Valeria M Fabre

Published in: Open forum infectious diseases (2021)

Creating an electronic tool that effectively identifies CAP cases in real time is possible, but its accuracy is dependent on NLP-derived radiographic data.

Keyphrases

community acquired pneumonia
machine learning
genome wide
electronic health record
deep learning
pulmonary embolism
big data
gene expression
dna methylation
artificial intelligence