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题名

Camera-based Monitoring of Heart Rate Variability for Preterm Infants in Neonatal Intensive Care Unit

作者
通讯作者Lu Hongzhou; Wang Wenjin
共同第一作者Tan Chengyifeng; Yu Dongfang
DOI
发表日期
2023-12-17
ISBN
979-8-3503-3765-5
会议录名称
会议日期
15-17 Dec. 2023
会议地点
Chongqing, China
摘要
Advancements in video health monitoring opened up new opportunities for contactless infant monitoring in the Neonatal Intensive Care Unit (NICU). Several studies have demonstrated the potential of heart rate variability (HRV) as an early warning measure for acute illnesses, such as late-onset sepsis and bradycardia. Conventional HRV analysis typically relies on electrocardiography (ECG) or contact photoplethysmography (contact-PPG) that may damage infants’ fragile skin. This study aims to investigate the feasibility of camera-PPG based HRV measurement for preterm infants in NICU, i.e. an important vital sign that was less studied in this scenario. A clinical study was conducted in two hospitals involving 41 infants, focused on comparing the HRV parameters obtained from camera-PPG and contact-PPG with the reference of ECG. Results show that camera-HRV has similar performance as contact-HRV in cases without motion distortions, and it has smaller errors and better robustness in the presence of motion distortions. Strong correlations can be observed between camera-PPG, contactPPG and ECG in several HRV parameters (Mean IBI, SDNN, LF, VLF, and SD2), though the performance on short-term variability parameters need to be improved further. The findings suggest that camera-PPG could be a promising tool for motionrobust HRV estimation in NICU, offering a potential surrogate for contact-PPG in early-warning of deteriorations of preterm infants.
学校署名
第一 ; 共同第一 ; 通讯
相关链接[IEEE记录]
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成果类型会议论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/647114
专题工学院_生物医学工程系
作者单位
1.Department of Biomedical Engineering, Southern University of Science and Technology, China
2.Neonatal Intensive Care Unit, Nanfang Hospital of Southern Medical University, China
3.Neonatal Intensive Care Unit, The Third People’s Hospital of Shenzhen, China
第一作者单位生物医学工程系
通讯作者单位生物医学工程系
第一作者的第一单位生物医学工程系
推荐引用方式
GB/T 7714
Zeng Yongshen,Tan Chengyifeng,Yu Dongfang,et al. Camera-based Monitoring of Heart Rate Variability for Preterm Infants in Neonatal Intensive Care Unit[C],2023.
条目包含的文件
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healthcom2023_a.pdf(10350KB)----限制开放--
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