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Updated: Jun 18, 2025

Automated Segmentation of Cortical Grey Matter from T1-Weighted MRI Images
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大脑MRI检测和分类:利用卷积神经网络和多层次值.

Rasool Reddy Kamireddy1, Rajesh N V P S Kandala2, Ravindra Dhuli2

  • 1Department of ECE, NRI Institute of Technology (Autonomous), Vijayawada, India.

PloS one
|August 1, 2024
PubMed
概括

这项研究引入了一种新的脑瘤检测方法,使用增强磁共振 (MR) 图像和卷积神经网络 (CNN). 该方法在识别瘤方面实现了高精度,改善了自动疾病诊断.

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相关概念视频

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...
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