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Updated: Sep 12, 2025

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CognitMoE:一个认知意识的协作多专家网络,用于双相情感障碍诊断

Xiaotong Zhu1, Yudie Wang1, Yuqing Ma2

  • 1State Key Laboratory of Complex & Critical Software Environment, Beihang University, Beijing, 100191, China.

Neural networks : the official journal of the International Neural Network Society
|August 5, 2025
PubMed
概括

这项研究引入了CognitMoE,一种新的AI分类器,用于使用脑成像进行早期双相情感障碍 (BD) 诊断. CognitMoE准确地识别了病理性脑部变化,提高了诊断准确度,减少了患者的误诊.

关键词:
双极性障碍是一种双极性障碍.大脑区域层面的成像功能.认知意识意识的认知意识.协作式的合作方式专家的混合.

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Bipolar Disorder01:30

Bipolar Disorder

Bipolar disorder is a chronic mental health condition marked by significant mood fluctuations, including episodes of mania and depression. Elevated energy levels, heightened mood or irritability, impulsive behavior, reduced sleep needs, rapid speech, racing thoughts, inflated self-esteem, and distractibility characterize mania. Individuals with bipolar disorder often alternate between depressive and manic states, with periods of emotional stability lasting an average of six months to a year.
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