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Updated: May 13, 2026

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交互式可解释的深度学习模型用于在加多酸增强的MRI中诊断肝细胞癌:一个回顾性,多中心的诊断研究

Mingkai Li1, Zhi Zhang2, Zebin Chen3

  • 1From the Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-sen University, No. 600 Tianhe Rd, Guangzhou 510000, China.

Radiology. Imaging cancer
|May 30, 2025
PubMed
概括

使用MRI的人工智能 (AI) 模型准确诊断了肝细胞癌 (HCC),提高了放射科医生识别肝病变的准确性. 这种深度学习工具可以提高HCC检测的诊断性能.

关键词:
人工智能的人工智能深度学习 (Deep Learning) 是一种深度学习.肝细胞癌 肝细胞癌这就是为什么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...