Journal of imaging informatics in medicine
Performance of Natural Language Processing Model in Extracting Information from Free-Text Radiology Reports: A Systematic Review and Meta-Analysis.
Qingwen Yang, Jiahui Jiang, Xue Dong, Huai Yang, Qiuren Wang, Zhenghan Yang, Dawei Yang, Peng Liu
Published: 202510.1007/s10278-025-01728-8
Abstract
The free-text format is widely used in radiology reports for its flexibility of expression; however, its unstructured nature leads to substantial amounts of report data remaining underutilized. A natural language processing (NLP) model for automatic…
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