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使用机器学习和功能连接性对精神分裂谱系障碍的分类:重新考虑临床应用

Chao Li1, Ji Chen2,3, Mengshi Dong1

  • 1Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, 600 Tianhe Rd, Guangzhou, 510630, China.

BMC psychiatry
|April 14, 2025
PubMed
概括

在慢性精神分裂症谱系障碍 (SSD) 患者中训练有素的神经影像分类器无法可靠地检测早期的SSD. 慢性SSD中的大脑连接模式可能反映了药物效应,而不是核心疾病特征,阻碍了早期诊断模型.

关键词:
分类 分类 分类 分类.功能连接性的功能连接性.机器学习是机器学习.精神分裂症是一种精神分裂症.精神分裂症谱系障碍 精神分裂症谱系障碍

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