Developing an Automated Registry (Autoregistry) of Spine Surgery Using Natural Language Processing and Health System Scale Databases.

Alexander T M CheungDavid B KurlandSean NeifertNataniel MandelbergMustafa Nasir-MoinIlya LauferDonato PacioneDarryl LauAnthony K Frempong-BoaduDouglas KondziolkaJohn G GolfinosEric Karl Oermann

Published in: Neurosurgery (2023)

This study demonstrates the feasibility of automatically generating a spine registry using the EHR and an interpretable, customizable natural language processing algorithm which may reduce pitfalls associated with manual registry development and facilitate rapid clinical research.

Keyphrases

autism spectrum disorder
machine learning
electronic health record
big data
artificial intelligence