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推进主要抑郁症的诊断:整合神经成像和机器学习

Shi-Qi Yin1, Ying-Huan Li2

  • 1School of Pharmaceutical Sciences, Capital Medical University, Beijing 100069, China.

World journal of psychiatry
|March 20, 2025
PubMed
概括

机器学习和神经成像显示出在青少年中诊断重大抑郁症 (MDD) 的前景. 确保准确性,隐私和信任对于这些先进诊断工具的临床使用至关重要.

关键词:
生物标志物 生物标志物功能连接性的功能连接性.机器学习 机器学习大型抑郁症主要是抑郁症.大型抑郁症诊断 严重抑郁症诊断模型的准确性模型的准确性神经成像是一种神经成像.个性化治疗 个性化治疗静止状态功能磁共振成像技术

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Brain Imaging01:14

Brain Imaging

Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans),  magnetic resonance imaging (MRI),  functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
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