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Updated: May 27, 2026

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开发头对头和纵向CycleGAN算法用于MRI协调:在脑转移患者的随访MRI评估中验证

Hosung Hwang1, Hyeon-Ung Choi1, Hyunjae Jeong2

  • 1Department of Radiology, Seoul National University College of Medicine, Seoul, Republic of Korea.

Scientific reports
|March 12, 2026
PubMed
概括

循环GAN深度学习协调不同扫描仪的MRI扫描,改善大脑转移患者的后续评估. 这种技术减少了扫描器间的变异性,可能减少疾病进展的错误阳性.

关键词:
大脑转移的转移.后续行动 后续行动统一化 统一化 统一化头对头和纵向循环GANAN 循环跨扫描仪的可变性这就是为什么MRI是MRI.

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Magnetic Resonance Imaging01:24

Magnetic Resonance Imaging

Magnetic resonance imaging (MRI) is a noninvasive medical imaging technique based on a phenomenon of nuclear physics discovered in the 1930s, in which matter exposed to magnetic fields and radio waves was found to emit radio signals. In 1970, a physician and researcher named Raymond Damadian noticed that malignant (cancerous) tissue gave off different signals than normal body tissue. He applied for a patent for the first MRI scanning device in clinical use by the early 1980s. The early MRI...