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Updated: Jun 21, 2026

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微调的大型语言模型用于提取治疗前的胰腺癌根据计算机断层扫描放射学报告

Hiroshi Hirakawa1, Koichiro Yasaka2, Takuto Nomura1

  • 1Department of Radiology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo, 113-8655, Japan.

Journal of imaging informatics in medicine
|August 15, 2025
PubMed
概括

一个微调的大型语言模型 (LLM) 从CT放射学报告中准确地提取治疗前的胰腺癌. 它的性能与人类阅读器相当,但速度明显更快.

关键词:
CT放射学报告CT放射学报告自然语言处理自然语言处理.胰腺癌是一种胰腺癌.

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Computed Tomography01:10

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Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...