Automated vs. manual coding of neuroimaging reports via natural language processing, using the international classification of diseases, tenth revision

Objective: Natural language processing (NLP) can generate diagnoses codes from imaging reports. Meanwhile, the International Classification of Diseases (ICD-10) codes are the United States' standard for billing/coding, which enable tracking disease burden and outcomes. This cross-sectional stud...

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Bibliographic Details
Main Authors: Alexander M. McKinney, Jessica A. Moore, Kevin Campbell, Thiago A. Braga, Jeffrey B. Rykken, Bharathi D. Jagadeesan, Zeke J. McKinney
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024061371