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Updated: Jul 17, 2026

Hybrid µCT-FMT imaging and image analysis
13:45

Hybrid µCT-FMT imaging and image analysis

Published on: June 4, 2015

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DeepmdQCT:一个多任务网络,具有域不变特征和全面的注意力机制,用于定量计算机断层扫描诊断骨质疏松症

Kun Zhang1, Peng-Cheng Lin2, Jing Pan3

  • 1School of Electrical Engineering, Nantong University, Nantong, Jiangsu, 226001, China; Nantong Key Laboratory of Intelligent Control and Intelligent Computing, Nantong, Jiangsu, 226001, China; Nantong Key Laboratory of Intelligent Medicine Innovation and Transformation, Nantong, Jiangsu, 226001, China.

Computers in biology and medicine
|January 18, 2024
PubMed
概括

DeepmdQCT通过在多域定量计算断层扫描 (QCT) 图像上使用机器学习改进了骨质疏松症诊断. 这种方法提高了不同辐射剂量和设备的精度,有助于骨质疏松症药物治疗研究.

关键词:
骨矿物质密度 骨矿物质密度分类 分类 分类 分类.域名适应领域适应多任务学习是多任务学习.骨质疏松症是一种骨质疏松症.

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