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Updated: May 2, 2026

Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
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基于MRI的多发性硬化症检测,使用基于注意力的优化深度学习框架

Ramya Palaniappan1, R Delshi Howsalya Devi2, M Mathankumar3

  • 1Department of Computer Science and Engineering, Madanapalle Institute of Technology & Science, Andhra Pradesh, India.

Neurological research
|July 5, 2025
PubMed
概括

一个新的深度学习框架,2DRK-MSCAN,在MRI扫描中准确检测多发性硬化症 (MS) 病变. 这种先进的方法达到99.9%的准确性,有助于MS患者的早期诊断和干预.

关键词:
盖茨控制的深度展开网络 (GCDUN)基于基因的微阵列数据.大猩猩部队优化器 (GTO)渐变域引导过 (GDGF) 是指导过的方法.三重图注意网络 (TGAN) 是一个癌症分类 癌症分类 癌症分类

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Magnetic Resonance Imaging01:24

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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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