Detection of allergic transfusion-related adverse events from electronic medical records.

Barbee I WhitakerJeno PizarroMatthew DeadyAlan WilliamsHussein EzzeldinArtur A BelovSami KanderianDouglas BillingsKerry CookAaron Z HettingerSteven Anderson

Published in: Transfusion (2022)

NLP algorithms can identify transfusion reactions from the EHR with a reasonable level of precision for subsequent clinician review and confirmation.

Keyphrases

cardiac surgery
machine learning
sickle cell disease
electronic health record
deep learning
acute kidney injury
loop mediated isothermal amplification
real time pcr
label free
allergic rhinitis
sensitive detection