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Updated: Jun 8, 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

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FlexSleepTransformer:一个基于变压器的睡眠阶段模型,具有灵活的输入通道配置.

Yanchen Guo1, Maciej Nowakowski2, Weiying Dai3

  • 1School of Computing, State University of New York at Binghamton, Binghamton, NY, 13902, USA.

Scientific reports
|November 2, 2024
PubMed
概括

一个新的深度学习模型FlexSleepTransformer使用灵活的多睡眠学 (PSG) 通道自动化睡眠阶段分类. 它在各种睡眠数据集中实现了高精度和适应性,为临床集成铺平了道路.

关键词:
自动睡眠阶段化 睡眠阶段化深度神经网络是一个神经网络.多通道的多通道.多重数据集 多重数据集序列对序列的连接变压器变压器变压器

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