在健康和神经系统受损的成年人中,听觉-运动合动态的特征导出和分类
Muhammad Bergas Nur Fayyad1, Joeri R Verbiest2,3,4,5, Anna Ivanova6
1IQ Health Department, Section Biostatistics, Radboud University Medical Center, Nijmegen, Netherlands.
PloS one
|December 16, 2024
概括
这项研究引入了一种新的方法来分析人们在行走康复期间如何同步步骤与听觉线索. 该技术准确量化了用于神经疾病个性化治疗的听觉运动合的动态.
科学领域:
- 神经科学是一个神经科学.
- 康复医学 康复医学 康复医学
- 生物医学工程 生物医学工程
背景情况:
- 听觉刺激在神经康复中用于改善行走.
- 与听觉线索 (音乐,计量词) 的步骤同步是有效的,但其随着时间的推移的动态尚不清楚.
- 个体反应的变化使个性化康复策略的开发变得复杂.
研究的目的:
- 开发和验证一种方法来量化一步到节拍合随时间推移的动态.
- 分析行走过程中运动系统与听觉刺激 (锁定/解锁) 之间的相互作用.
- 通过了解个体反应,提供个性化康复的工具.
主要方法:
- 参与者 (健康和神经障碍者) 在不同的时刻步行到音乐和计量器.
- 使用窗口分区的时间序列分析来捕捉不断变化的模式.
- 统计测试 (循环统计和斜率测试) 将一步到步的合分为锁定和解锁的事件.
主要成果:
- 拟议的方法实现了高性能:91%的准确性,90%的精度和97%的回忆在事件的分类.
- 跨步间隔的标准偏差在不同的条件和参与者群体中成功建模.
- 该方法有效量化了听觉-运动合的细粒度动态.
结论:
- 开发的方法准确量化了健康和神经障碍成年人听觉运动合的动态.
- 这种方法为创建个性化基于听觉的康复计划提供了潜在的途径.
- 了解一步到步合动态对于优化步行康复策略至关重要.
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相关概念视频
Hearing
When we hear a sound, our nervous system is detecting sound waves—pressure waves of mechanical energy traveling through a medium. The frequency of the wave is perceived as pitch, while the amplitude is perceived as loudness.
The Cochlea
The cochlea is a coiled structure in the inner ear that contains hair cells—the sensory receptors of the auditory system. Sound waves are transmitted to the cochlea by small bones attached to the eardrum called the ossicles, which vibrate the oval window that leads to the inner ear. This causes fluid in the chambers of the cochlea to move, vibrating the basilar membrane.
Perception of Sound Waves
The human ear is not equally sensitive to all frequencies in the audible range. It may perceive sound waves with the same pressure but different frequencies as having different loudness. Moreover, the perception of sound waves depends on the health of an individual's ears, which decays with age. The health of one's ears may also be affected by regular exposure to loud noises.
The pitch of a sound depends on the frequency and the pressure amplitude of the source. Two sounds of the same frequency...
The pitch of a sound depends on the frequency and the pressure amplitude of the source. Two sounds of the same frequency...
Auditory Pathway
Auditory pathways constitute the complex neural circuits responsible for transmitting and interpreting auditory information from the peripheral auditory system to the brain. Sound waves are initially captured by the outer ear, funneled through the ear canal, and reach the tympanic membrane (eardrum). These vibrations are transmitted via the middle ear's ossicles to the inner ear's cochlea.
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking the...
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking the...
Auditory Perception
The auditory system is essential for sound perception, utilizing various critical structures. When sound waves enter the outer ear, they travel through the ear canal and cause the eardrum to vibrate. These vibrations are then transmitted to the middle ear, where three tiny bones – the malleus, incus, and stapes – amplify the sound. This amplification is crucial, as it ensures that the sound vibrations are strong enough to be conveyed to the inner ear. These vibrations then reach the cochlea, a...
Perceiving Loudness, Pitch, and Location
The human brain perceives pitch through two primary mechanisms reflected in place theory and frequency theory. Each mechanism describes how sound waves are interpreted as specific pitches by the brain, offering insights into the intricate processes of auditory perception.
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by identifying...
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by identifying...
