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一种强大的深度学习方法,以不确定性估计,用于基于CT图像的细胞癌的病理分类

Ni Yao1, Hang Hu1, Kaicong Chen2

  • 1School of Computer Science and Technology, Zhengzhou University of Light Industry, Zhengzhou, 450002, Henan, China.

Journal of imaging informatics in medicine
|September 23, 2024
PubMed
概括

一个新的深度学习模型使用CT扫描准确地区分细胞癌 (RCC) 亚型. 不确定性估计提供了诊断信心,帮助放射科医生在RCC患者的手术前决策.

关键词:
计算机断层扫描 (CT) 是一种计算机断层扫描.深度学习是一种深度学习.病理学分类 病理学分类细胞癌是细胞癌.

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相关概念视频

Computed Tomography01:10

Computed Tomography

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...