Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers

Authors

Kevin Xie (ORCID: https://orcid.org/0000-0003-1849-2085)
Brian Litt (ORCID: https://orcid.org/0000-0003-2732-6927)
Dan Roth (ORCID: https://orcid.org/0009-0002-1447-5173)
Colin A. Ellis (ORCID: https://orcid.org/0000-0003-2152-8106)
Ellie Chang
William K.S. Ojemann (ORCID: https://orcid.org/0009-0007-5166-536X)
Kevin Liu (ORCID: https://orcid.org/0000-0001-7688-5819)

Institutions

University of Pennsylvania (US)

Publication Details

Journal: Journal of Healthcare Informatics Research
Published: 2025-04-29
DOI: https://doi.org/10.1007/s41666-025-00198-5
Citations: 5
Primary Topic: Topic Modeling
Type: article
Field-Weighted Citation Impact: 12.40

Funders

National Science Foundation
Mirowski Family Foundation
National Institutes of Health
Office of Naval Research
National Institute of Neurological Disorders and Stroke

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article

Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers

Kevin Xie, Brian Litt, Dan Roth, Colin A. Ellis et al.

Apr 29, 2025

5 citations

Journal of Healthcare Informatics Research

Topic Modeling

12.40

article

Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers

Kevin Xie, Brian Litt, Dan Roth, Colin A. Ellis, Ellie Chang, William K.S. Ojemann, Kevin Liu

April 29, 2025article en

5 citations

Abstract

No abstract available for this paper.

Journal of Healthcare Informatics ResearchVol. 9(3)

University of Pennsylvania (US)

National Science Foundation, Mirowski Family Foundation, National Institutes of Health, Office of Naval Research, National Institute of Neurological Disorders and Stroke

Good health and well-being

Openalex Percentile: Top 2%

Topic Modeling

12.40

DOI Open Access PDF OpenAlex

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