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在乳腺MRI中模拟动态瘤对比增强,使用条件生成对抗网络.

Richard Osuala1,2,3, Smriti Joshi1, Apostolia Tsirikoglou4

  • 1Universitat de Barcelona, Departament de Matemàtiques i Informàtica, Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Barcelona, Spain.

Journal of medical imaging (Bellingham, Wash.)
|June 30, 2025
PubMed
概括

乳腺MRI中的虚拟对比增强产生合成图像,有助于瘤检测和定位,而无需对比剂. 这项技术对具有禁忌的患者来说是有前途的,改善了乳腺癌的诊断和治疗.

关键词:
乳腺癌 乳腺癌 乳腺癌对比剂是一种对比剂.动态对比增强磁共振成像 动态对比增强磁共振成像生成型模型是一种生成型模型.综合数据 综合数据

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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...