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Updated: May 8, 2025

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关闭放射治疗中图像到图像转换的循环:一个质量控制工具来预测合成计算机断层扫描Hounsfield单位的准确性

Paolo Zaffino1,2, Ciro Benito Raggio3, Adrian Thummerer2,4

  • 1Department of Experimental and Clinical Medicine, Magna Graecia University, viale Europa, 88100 Catanzaro, Italy.

Journal of imaging
|December 27, 2024
PubMed
概括

一个新的深度学习框架准确地预测了合成CT图像质量,而没有地面真相,确保可靠的放射治疗模拟. 这种方法提供了切片对切片的精度图,有助于在治疗头癌的临床决策.

关键词:
只有MR的适应性放射疗法.转换预测转换预测深度学习是一种深度学习.合成CTCT 合成CT

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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.
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