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

Authors

• Levi Kaster, Washington University School of Medicine in St. Louis
• Ethan Hillis, Washington University School of Medicine in St. Louis
• Inez Y Oh, Washington University School of Medicine in St. Louis
• Bhooma R Aravamuthan, Washington University School of Medicine in St. Louis
• Virginia C Lanzotti, Washington University School of Medicine in St. Louis
• Casey R Vickstrom, Washington University School of Medicine in St. Louis
• Brain Gene Registry Consortium
• Christina A Gurnett, Washington University School of Medicine in St. Louis
• Philip R O Payne, Washington University School of Medicine in St. Louis
• Aditi Gupta, Washington University School of Medicine in St. Louis

Journal

Journal of Neurodevelopmental Disorders

Publication Date

4-30-2025

Volume

17

Issue

1

First Page

24

Document Type

Open Access Publication

DOI

10.1186/s11689-025-09612-w

Rights and Permissions

Kaster, L., Hillis, E., Oh, I.Y. et al. Automated extraction of functional biomarkers of verbal and ambulatory ability from multi-institutional clinical notes using large language models. J Neurodevelop Disord 17, 24 (2025). https://doi.org/10.1186/s11689-025-09612-w This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Recommended Citation

Kaster, Levi; Hillis, Ethan; Oh, Inez Y; Aravamuthan, Bhooma R; Lanzotti, Virginia C; Vickstrom, Casey R; Brain Gene Registry Consortium; Gurnett, Christina A; Payne, Philip R O; and Gupta, Aditi, "Automated extraction of functional biomarkers of verbal and ambulatory ability from multi-institutional clinical notes using large language models." Journal of Neurodevelopmental Disorders. 17, 1. 24 (2025).
https://digitalcommons.wustl.edu/oa_4/6704

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.