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Updated: Jun 26, 2025

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多式变压器图形卷积注意力同态网络 (MTCGAIN):一种用于检测失眠障碍的新型深度网络

Yulong Wang1, Yande Ren2, Yuzhen Bi2

  • 1College of Electronic and Information Engineering, Shandong University of Science and Technology, Qingdao, China.

Quantitative imaging in medicine and surgery
|May 9, 2024
PubMed
概括

一个新的AI模型MTGCAIN通过分析大脑连接来提供更准确的失眠障碍诊断. 这种方法可以识别特定的大脑区域和功能连接模式,这些连接模式与失眠以及焦虑和抑郁等共同发生的疾病有关.

关键词:
失眠障碍 (ID) 是一种失眠障碍.功能连接 (FC) 的功能连接 (FC)图形神经网络 (GNN) 是指图形神经网络.变压器的变压器是一个变压器.

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Insomnia01:27

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Insomnia is a prevalent sleep disorder characterized by difficulty falling asleep, frequent awakenings during the night, and waking up too early without being able to return to sleep. People with insomnia often experience these disruptions at least three nights a week for at least one month. Chronic insomnia, which lasts for at least three months, can lead to increased anxiety, which in turn can worsen sleep difficulties, creating a cycle of sleeplessness and stress.
Multiple factors contribute...
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