相关实验视频
Updated: Jan 23, 2026

04:33
Methods for Detecting Cough and Airway Inflammation in Mice
Published on: August 2, 2024
1.1K
听COVID:通过咳和呼吸声音进行非侵入性检测
IEEE pulse
|January 21, 2026
概括
这项研究探讨了使用咳和呼吸声音检测COVID-19的非侵入性AI方法. 这些人工智能管道为广泛查提供了对传统,资源密集型诊断技术的有希望的替代方案.
科学领域:
- 医学诊断 医学诊断 医学诊断
- 人工智能的人工智能
- 生物声学是一种生物声学.
背景情况:
- 传统的COVID-19诊断,如RT-PCR和成像,往往是侵入性的,资源密集的,并且对于广泛的查不切实际,特别是在资源较少或偏远地区.
- 在许多地区,对专家和先进技术的有限访问阻碍了有效的公共卫生监测.
研究的目的:
- 为了调查使用咳和呼吸声音检测COVID-19的非侵入性,人工智能驱动的管道.
- 评估各种音频特征提取技术在识别COVID-19指标方面的有效性.
主要方法:
- 声音获取咳和呼吸的声音.
- 使用基于图像的音频表示进行全面的功能提取.
- 评估技术,包括光谱图,MEL光谱图,波纹光谱图和STFT用于产生歧视性特征.
主要成果:
- 评估了各种音频特征提取技术,以评估它们从咳和呼吸声音中产生辨别特征的能力.
- 该研究旨在确定这些基于音频的功能是否可以与人工智能辅助的COVID-19检测系统中的传统放射学模式并行或增强.
结论:
- 对咳和呼吸声音的非侵入性,人工智能驱动的分析为传统COVID-19诊断方法提供了可行的替代方案.
- 对基于音频的AI管道的进一步研究可以提高全球传染病查的可访问性和效率.
相关概念视频
Breathing
64.3K
The process of breathing, inhaling and exhaling, involves the coordinated movement of the chest wall, the lungs, and the muscles that move them. Two muscle groups with important roles in breathing are the diaphragm, located directly below the lungs, and the intercostal muscles, which lie between the ribs. When the diaphragm contracts, it moves downward, increasing the volume of the thoracic cavity and creating more room for the lungs to expand. When the intercostal muscles contract, the ribs...
64.3K
Soundness of Cement
543
The soundness of cement refers to the ability of cement paste to retain its volume after setting. Unsound cement can lead to expansion and structural damage due to the presence of free lime, magnesia, and calcium sulfate. Free lime hydrates very slowly, expanding and causing unsoundness, which is difficult to detect because it intercrystallizes with other compounds. Magnesia also reacts with water, forming crystals that can disrupt the cement's structure. Calcium sulfate can create...
543
Heart Sounds
3.3K
Heart sounds are generated by the turbulence in blood flow due to the closing of heart valves. These sounds are best perceived slightly away from the valves, where the blood flow disseminates the sound.
Auscultation is the process of listening to these internal body sounds using a stethoscope. The heart produces four types of sounds, but only two—S1 and S2—can usually be heard with a stethoscope.
S1, also known as the "lub" sound, is caused by the closure of atrioventricular (A-V)...
Auscultation is the process of listening to these internal body sounds using a stethoscope. The heart produces four types of sounds, but only two—S1 and S2—can usually be heard with a stethoscope.
S1, also known as the "lub" sound, is caused by the closure of atrioventricular (A-V)...
3.3K
Korotkoff Sounds
7.7K
Korotkoff sounds are the specific sounds heard while measuring blood pressure using a sphygmomanometer, typically with a stethoscope or a Doppler device. They are named after Russian physician Nikolai Korotkov, who first described them in 1905. These sounds correspond to turbulent blood flow in the artery as the blood pressure cuff is gradually released after inflation.
During blood pressure assessment, inflating the cuff 30 millimeters of mercury above the patient's systolic blood pressure...
During blood pressure assessment, inflating the cuff 30 millimeters of mercury above the patient's systolic blood pressure...
7.7K
Sound Waves
12.6K
Sound waves can be thought of as fluctuations in the pressure of a medium through which they propagate. Since the pressure also makes the medium's particles vibrate along its direction of motion, the waves can be modeled as the displacement of the medium's particles from their mean position.
Sound waves are longitudinal in most fluids because fluids cannot sustain any lateral pressure. In solids, however, shear forces help in propagating the disturbance in the lateral direction as well....
Sound waves are longitudinal in most fluids because fluids cannot sustain any lateral pressure. In solids, however, shear forces help in propagating the disturbance in the lateral direction as well....
12.6K
Sound Intensity
4.7K
The loudness of a sound source is related to how energetically the source is vibrating, consequently making the molecules of the propagation medium vibrate. To measure the loudness of a source, the physical quantity of interest is the intensity. This is defined as the energy emitted per unit of time per unit of area perpendicular to the sound wave's propagation direction. Since the total energy is greater if the source vibrates for a longer duration and over a larger area, dividing the...
4.7K

