Prediction of pneumonia hospitalization in adults using health checkup data.

Hironori UematsuKazuto YamashitaSusumu KunisawaTetsuya OtsuboYuichi Imanaka

Published in: PloS one (2017)

Our predictive model for pneumonia hospitalization performed better than comparative models, and may be useful for supporting the development of pneumonia prevention measures.

Keyphrases

public health
community acquired pneumonia
respiratory failure
mental health
electronic health record
machine learning
health information
risk assessment
social media