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Updated: May 30, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
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可解释的视觉变压器,用于在多式联接式PSG信号上自动视觉睡眠分阶段.

Hyojin Lee1, You Rim Choi1, Hyun Kyung Lee2,3

  • 1Graduate School of Data Science, Seoul National University, Seoul, Republic of Korea.

NPJ digital medicine
|January 25, 2025
PubMed
概括

SleepXViT是一个人工智能系统,通过模仿人类视觉评分,使用视觉转换器 (ViT) 准确地分阶段睡眠. 它提供了解释,提高了睡眠障碍诊断的可靠性和临床整合.

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Vision01:24

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Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
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