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通过歧视性分析识别使用异质性来识别两种不同的神经解剖学亚型的第一次情节抑郁症

Yuan Chen1, Yi Chen2, Ruiping Zheng1

  • 1Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450000, China; Engineering Technology Research Center for Detection and Application of Brain Function of Henan Province, Zhengzhou, Henan 450000, China; Engineering Research Center of Medical Imaging Intelligent Diagnosis and Treatment of Henan Province, Zhengzhou, Henan 450000, China; Engineering Research Center of Brain Function Development and Application of Henan Province, Zhengzhou, Henan 450000, China; Key Laboratory of Brain Function and Cognitive Magnetic Resonance Imaging of Zhengzhou, Zhengzhou, Henan 450000, China; Key Laboratory of Imaging Intelligence Research Medicine of Henan Province, Zhengzhou, Henan 450000, China.

Journal of affective disorders
|January 13, 2024
PubMed
概括

这项研究在使用机器学习对灰色物质体积的研究中确定了两种不同的神经解剖学亚型,用于首发抑郁症. 这些亚型显示相反的结构性大脑变化,为抑郁症异质性和潜在诊断提供了新的见解.

关键词:
抑郁症 抑郁症 抑郁症灰色物质体积,灰色物质体积.机器学习是机器学习.神经解剖学上的异质性抑郁症的亚型 抑郁症的亚型

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