EAGER: Towards a multimodal smart textile medical monitoring system for Neonatal ICUs
EAGER: Towards a multimodal smart textile medical monitoring system for Neonatal ICUs
批准号:
2139724
负责人:
Kunal Mankodiya
金额:
$30.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-10-01 至 2024-09-30
中文摘要
点击翻译按钮获取中文摘要
英文摘要
The rate of premature babies is rising in the US affecting 78 per 1000 live births admitted to Neonatal Intensive Care Unit (NICU) yearly. Due to low birth weight and underdeveloped body systems, premature babies are at a high risk of experiencing both short-term and long-term health issues. However, to date, NICUs still use gel-based sticky electrodes glued to the fragile, underdeveloped skin of premature babies. Studies have reported that these electrodes could cause skin harm such as rashes, irritation, breakdown, and stripping. Moreover, these electrodes are connected using long wires that make the critical care for nurses inconvenient, tedious, and time consuming. Drying sticky electrodes often lead to a loose connection with the skin and ultimately compromise the quality of medical monitoring. Because of long wires, parents find it difficult to provide skin-to-skin/kangaroo care to their babies while in NICU. The central objective of this EAGER proposal is to design and test a novel smart e-textile system, a chest belt that can enhance medical monitoring practices in NICU. The proposal synergizes the team’s expertise in areas of smart textile, physiological monitoring, biosignal processing, and human-centered technology design to address critical need for smart, safe, and connected monitoring systems in NICUs. In addition to the scientific impacts of this EAGER, the proposed work will advance national health by addressing multiple existing gaps in NICUs. The educational and outreach plans will provide training opportunities for women and under-represented minorities and will also develop a K-12 curriculum.The overarching goal of the project is to design and test a new NICU-centered wireless medical monitoring technology that is designed from biocompatible smart textile materials requiring no adhesive gel. Aim 1 will focus on NICU centered design and development of smart textile-based medical monitoring systems. Aim 2 will focus on characterization and evaluation of the proposed smart e-textile. The project will start with an ethnographic study of the NICU, focus groups involving NICU nurses, and interviews of parents of babies in the NICU to understand the challenges associated with providing care to premature babies. This will lead to the development of a novel functional prototype of a wireless smart textile technology that can offer reliable monitoring of medical signals with improved comfort. The project includes a feasibility study to measure the performance and usability of the proposed smart textile on healthy adults and healthy infants. The study will enable us to develop signal analysis methods for signal quality index and noise characterization that are critical to address the issue of false alarms in NICU caused by poor skin-electrode contacts.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(6)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1016/j.pmcj.2022.101679
发表时间:
2022-09-05
期刊:
PERVASIVE AND MOBILE COMPUTING
影响因子:
4.3
作者:
[Cay, Gozde, Solanki, Dhaval, Mankodiya, Kunal]
通讯作者:
Mankodiya, Kunal
DOI:
10.1109/smartcomp58114.2023.00019
发表时间:
2023-06
期刊:
2023 IEEE International Conference on Smart Computing (SMARTCOMP)
影响因子:
--
作者:
[Md Abdullah Al Rumon;Veeturi Suparna;Mehmet Seckin;Dhaval Solanki;K. Mankodiya]
通讯作者:
Md Abdullah Al Rumon;Veeturi Suparna;Mehmet Seckin;Dhaval Solanki;K. Mankodiya
NAPNEA: A Cost Effective Neonatal Apnea Detection System
NAPNEA:具有成本效益的新生儿呼吸暂停检测系统
DOI:
10.1109/chase52844.2021.00022
发表时间:
2021
期刊:
Systems and Engineering Technologies (CHASE
影响因子:
--
作者:
[Altekreeti, Afnan, Roberts, Michaela, Convey, Dan, Leighton, Sarah, Setear, Madeline, Cay, Gozde, Solanki, Dhaval, Mankodiya, Kunal]
通讯作者:
Mankodiya, Kunal
PFI-TT: Smart Gloves for Remote Clinical Assessments and Treatment Monitoring
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批准号:1919135
-
项目类别:Standard Grant
-
资助金额:$25.0万
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财政年份:2019
-
负责人:Kunal Mankodiya
-
依托单位:
CAREER: CPS: Internet of Wearable E-Textiles for Telemedicine
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批准号:1652538
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项目类别:Continuing Grant
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资助金额:$52.43万
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财政年份:2017
-
负责人:Kunal Mankodiya
-
依托单位:
CRII: SCH: Brain-Body Sensor Fusion: Merging Neuroimaging With Full-Body Motion Capture
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批准号:1565962
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项目类别:Standard Grant
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资助金额:$17.5万
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财政年份:2016
-
负责人:Kunal Mankodiya
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依托单位:
海外基金