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Context-Aware Sentence Classification of Radiology Reports Using Synthetic Data: Development and Validation Study

Abstract BackgroundAutomated structuring of radiology reports is essential for data utilization and the development of medical artificial intelligence models. However, manual annotation by experts is labor-intensive, and processing real clinical data through commercial large l...

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Päätekijät: Tomohiro Kikuchi, Yosuke Yamagishi, Kohei Yamamoto, Toshiaki Akashi, Harushi Mori, Hisaki Makimoto, Takahide Kohro
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: JMIR Publications 2026-04-01
Sarja:Journal of Medical Internet Research
Linkit:https://www.jmir.org/2026/1/e86365
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