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Updated: May 7, 2026

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基于MRI的卷积神经网络在软组织肉瘤的诊断实用性:一个迷你回顾

Hendrik Voigtländer1, Hans-Ulrich Kauczor1, Sam Sedaghat1

  • 1Department of Diagnostic and Interventional Radiology, University Hospital Heidelberg, Heidelberg, Germany.

Frontiers in oncology
|March 5, 2025
PubMed
概括

卷积神经网络 (CNN) 在基于MRI的软组织肉瘤诊断和分级方面表现有前途. 需要对CNN进行更多的研究,以预测治疗反应和转移.

关键词:
在美国,CNN是CNN.这就是为什么MRI是MRI.人工智能的人工智能是人工智能.一级,等级,等级等级,等级等级,等级等级等级.转移 转移 转移 转移复发性 复发性 复发性软组织肉瘤 (软组织肉瘤)治疗疗法治疗疗法治疗疗法

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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...
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