Gross motor function prediction using natural language processing in cerebral palsy.

Kelly Greve,Yizhao Ni,Amy F Bailes,Jilda Vargus-Adams,Aimee E Miley,Bruce Aronow, Mary M McMahon,Brad G Kurowski,Alexis Mitelpunkt

Developmental medicine and child neurology（2023）

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摘要

Natural language processing (NLP) applied to the electronic health record (EHR) can predict ambulatory status in children with cerebral palsy (CP). NLP provides good prediction of Gross Motor Function Classification System level in children with CP using the EHR. NLP methods described could be integrated in an EHR system to provide real-time information.

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