Flexible Dual-Channel Digital Auscultation Patch With Active Noise Reduction for Bowel Sound Monitoring and Application

计算机科学 噪音(视频) 降噪 听诊 可穿戴计算机 声学 干扰(通信) 时域 主动噪声控制 频域 环境噪声级 频道(广播) 人工智能 计算机视觉 声音(地理) 医学 电信 嵌入式系统 物理 图像(数学) 放射科
作者
Gang Wang,Yingyun Yang,Siyu Chen,Ji Fu,Dong Wu,Aiming Yang,Yinji Ma,Xue Feng
出处
期刊:IEEE Journal of Biomedical and Health Informatics [Institute of Electrical and Electronics Engineers]
卷期号:26 (7): 2951-2962 被引量:11
标识
DOI:10.1109/jbhi.2022.3151927
摘要

Bowel sounds (BSs) have important clinical value in the auxiliary diagnosis of digestive diseases, but due to the inconvenience of long-term monitoring and too much interference from environmental noise, they have not been well studied. Most of the current electronic stethoscopes are hard and bulky without the function of noise reduction, and their application for long-term wearable monitoring of BS in noisy clinical environments is very limited. In this paper, a flexible dual-channel digital auscultation patch with active noise reduction is designed and developed, which is wireless, wearable, and conformably attached to abdominal skin to record BS more accurately. The ambient noise can be greatly reduced through active noise reduction based on the adaptive filter. At the same time, some nonstationary noises appearing intermittently (e.g., frictional noise) can also be removed from BS by the cross validation of multichannel simultaneous acquisition. Then, two kinds of typical BS signals are taken as examples, and the feature parameters of the BS in the time domain and frequency domain are extracted through the time-frequency analysis algorithm. Furthermore, based on the short-term energy ratio between the four channels of dual patches, the two-dimensional localization of BS on the abdomen mapping plane is realized. Finally, the continuous wearable monitoring of BS for patients with postoperative ileus (POI) in the noisy ward from pre-operation (POD0) to postoperative Day 7 (POD7) was carried out. The obtained change curve of the occurrence frequency of BS provides guidance for doctors to choose a reasonable feeding time for patients after surgery and accelerate their recovery. Therefore, flexible dual-channel digital auscultation patches with active noise reduction will have promising applications in the clinical auxiliary diagnosis of digestive diseases.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
蒙萌葫发布了新的文献求助10
刚刚
1秒前
鹿笙完成签到,获得积分10
1秒前
123发布了新的文献求助10
2秒前
Novo完成签到,获得积分10
2秒前
长情孤风发布了新的文献求助10
3秒前
3秒前
科研通AI6.2的应助被初景采纳,获得10
3秒前
英勇的亦竹完成签到,获得积分20
4秒前
ping完成签到 ,获得积分10
4秒前
搜集达人的应助被嘻嘻采纳,获得10
4秒前
夏LOVE夜发布了新的文献求助10
5秒前
5秒前
5秒前
所所的应助被小张要发采纳,获得10
6秒前
orixero的应助被刻苦珊珊采纳,获得10
6秒前
鹿笙发布了新的文献求助10
6秒前
树上的南瓜灯完成签到 ,获得积分10
6秒前
香蕉觅云的应助被大方夏烟采纳,获得30
7秒前
kgf完成签到,获得积分20
7秒前
Did发布了新的文献求助10
8秒前
陈倩发布了新的文献求助10
8秒前
8秒前
9秒前
10秒前
cc的应助被大方元风采纳,获得10
10秒前
11秒前
11秒前
11秒前
市井火锅发布了新的文献求助10
11秒前
Siyu完成签到,获得积分10
11秒前
13秒前
慕雪发布了新的文献求助10
13秒前
聪明若菱发布了新的文献求助10
13秒前
搜集达人的应助被森森芊芊采纳,获得10
13秒前
13秒前
树上的南瓜灯关注了科研通微信公众号
13秒前
zzz驳回了Stonby的应助
14秒前
14秒前
mhq发布了新的文献求助10
15秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Aspects of Post-SPE Phonology 2000
CODESSA 2000
Performance standards for antimicrobial disk and dilution susceptibility tests for bacteria isolated from animals 888
Rosenblum, Global Change Biology 800
Berberine regulates the TLR4 signaling pathway to suppress hypoxia-induced proliferation and migration of pulmonary arterial smooth muscle cells 530
Organizational Behavior 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 计算机科学 工程类 纳米技术 有机化学 化学工程 内科学 物理 生物化学 复合材料 催化作用 细胞生物学 人工智能 心理学 无机化学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 7856240
求助须知:如何正确求助?哪些是违规求助? 9374670
关于积分的说明 20695247
捐赠科研通 7454499
什么是DOI,文献DOI怎么找? 3345781
关于科研通互助平台的介绍 2488147
邀请新用户注册赠送积分活动 2369604