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Updated: Jul 15, 2025

Author Spotlight: IntelliSleepScorer — A High-Accuracy, Accessible GUI Software for Automated Sleep Stage Scoring in Mice and its Application in Psychiatric Research
04:54

Author Spotlight: IntelliSleepScorer — A High-Accuracy, Accessible GUI Software for Automated Sleep Stage Scoring in Mice and its Application in Psychiatric Research

Published on: November 8, 2024

556

多任务学习用于唤醒和睡眠阶段检测,使用完全卷积网络

Hasan Zan1, Abdulnasır Yildiz2

  • 1Vocational School, Mardin Artuklu University, Mardin, Turkey.

Journal of neural engineering
|September 28, 2023
PubMed
概括

一个新的深度学习模型,FullSleepNet,准确地检测单通道EEG信号的睡眠唤醒和阶段. 这种方法改进了传统方法,为诊断睡眠障碍提供了更高的效率和实用性.

关键词:
完全卷积网络是完全卷积网络.动脉样硬化多民族研究 (MESA)多任务学习是多任务学习.睡眠唤醒检测 睡眠唤醒检测睡眠心脏健康研究 (SHHS)睡眠得分计数是指睡眠得分.睡眠阶段的分类 睡眠阶段的分类

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