Pneumonia Hospitalization Coding Changes Associated With Transition From the 9th to 10th Revision of International Classification of Diseases.

Ryan B SmitheeTiffanie M MarkusElizabeth SodaCarlos G GrijalvaWei XingNong ShangMarie R GriffinFernanda C Lessa

Published in: Health services research and managerial epidemiology (2020)

The ICD-10-CM algorithm derived from a validated ICD-9-CM algorithm should not introduce substantial bias for evaluating pneumonia trends in children. However, changes in coding of pneumonia associated with COPD in adults warrant further study.

Keyphrases

machine learning
deep learning
total knee arthroplasty
chronic obstructive pulmonary disease
community acquired pneumonia
neural network
total hip arthroplasty