Machine learning tools match physician accuracy in multilingual text annotation

Abstract In the medical field, text annotation involves categorizing clinical and biomedical texts with specific medical categories, enhancing the organization and interpretation of large volumes of unstructured data. This process is crucial for developing tools such as speech recognition systems, w...

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Bibliographic Details
Main Authors: Marta Zielonka, Andrzej Czyżewski, Dariusz Szplit, Beata Graff, Anna Szyndler, Mariusz Budzisz, Krzysztof Narkiewicz
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-89754-y