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Updated: Jul 13, 2025

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选阻塞性睡眠呼吸暂停患者通过深度学习知识蒸在横向脑图

Min-Jung Kim1, Jiheon Jeong1,2, Jung-Wook Lee1

  • 1Department of Convergence Medicine, Asan Medical Institute of Convergence Science and Technology, Asan Medical Center, University of Ulsan College of Medicine, 88 Olympic-ro 43-Gil Songpa-gu, Seoul, 05505, Republic of Korea.

Scientific reports
|October 18, 2023
PubMed
概括

深度学习模型可以使用横向脑图识别阻塞性睡眠呼吸暂停 (OSA). 知识蒸有助于克服成像差异,提高这种常见睡眠障碍的诊断准确度.

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Sleep Apnea01:21

Sleep Apnea

Sleep apnea is a condition where breathing stops intermittently during sleep, often leading to significant health issues. Each episode can last from 10 to 20 seconds or more and is frequently accompanied by a brief arousal from sleep. This disturbance, largely unnoticed by the individual, can lead to severe daytime fatigue. Commonly, individuals seek help after being informed by their partners about loud snoring and noticeable breathing pauses during sleep.
The condition is more prevalent among...
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Airway management is a key skill in emergency and critical care settings, as maintaining a clear airway is essential for adequate oxygenation and ventilation.Head Tilt-Chin Lift TechniqueThe head tilt-chin lift maneuver is an essential technique primarily used in patients without suspected cervical spine injuries. To perform this maneuver, one hand is placed on the patient’s forehead, and gentle pressure is applied backward to tilt the head. The fingertips of the other hand are positioned...
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