Work

Additional file 1 of Development and validation of natural language processing pipelines to extract injury and surgery-related data elements from ACL reconstruction operative reports

Year: 2026

Type: article

Abstract: Supplementary Material 1: Appendix 1 Steps for NLP Pipeline Development and Evaluation. Appendix 2 Frequency of Entities in Training Set (Note Level). Appendix 3 Initial Validation Set Performance Metrics.

Source: Figshare

DOI: 10.6084/m9.figshare.33180956

Authors: Kathleen M. Poploski, Bicen Wang, Scott Rothenberger, Galen Switzer, Sahil Dadoo, Ting Cong, Justin J. Greiner, Jonathan D. Hughes, Volker Musahl, James J. Irrgang, Richard D. Boyce

Institutions: University of Pittsburgh, St. Margaret Memorial Hospital, University of Nebraska Medical Center, University of Gothenburg

Language: English

Topic: Biomedical Text Mining and Ontologies

Subfield: Molecular Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W7201844697

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