Automated extraction of functional biomarkers of verbal and ambulatory ability from multi-institutional clinical notes using large language models

Automated extraction of functional biomarkers of verbal and ambulatory ability from multi-institutional clinical notes using large language models

Abstract Background Functional biomarkers in neurodevelopmental disorders, such as verbal and ambulatory abilities, are essential for clinical care and research activities. Treatment planning, intervention monitoring, and identifying comorbid conditions in individuals with intellectual and developme...

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Main Authors: Levi Kaster, Ethan Hillis, Inez Y. Oh, Bhooma R. Aravamuthan, Virginia C. Lanzotti, Casey R. Vickstrom, Brain Gene Registry Consortium, Christina A. Gurnett, Philip R. O. Payne, Aditi Gupta
Format: Article
Language:English
Published: BMC 2025-04-01
Series:Journal of Neurodevelopmental Disorders
Subjects:
Functional biomarkers
Neurodevelopmental disorders
Electronic health records
Large language models
Online Access:https://doi.org/10.1186/s11689-025-09612-w
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https://doi.org/10.1186/s11689-025-09612-w

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