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CAREER: CPS: Internet of Wearable E-Textiles for Telemedicine

CAREER: CPS: Internet of Wearable E-Textiles for Telemedicine
职业:CPS:用于远程医疗的可穿戴电子纺织品互联网
批准号:
1652538
负责人:
Kunal Mankodiya
金额:
$52.43万
依托单位:
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-06-01 至 2023-05-31

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中文摘要
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英文摘要
This CAREER project aims to translate the smart electronic textile (e-textile) technologies to fill the need for telemedicine. For example, there are around 10 million individuals across the globe who live with Parkinson's disease. They are majorly elderly patients who experience tremors, rigidity, slowness of movement, and difficulties in walking and driving. Despite their disabling condition, they need to make periodic visits to clinics for progressive checks and interventions. The project specifically targets improving treatments for patients with deep brain stimulation (DBS) implants because specialized neurologists find DBS treatments very complex and time consuming. It is very important for the doctors to personalize the electrical stimulations for each and every patient. The proposed research establishes an intelligent infrastructure in patients' homes so that patients, without visiting clinics, could independently perform a medical screening consisting of movement exercises such as finger tapping, hand flipping, toe tapping, and foot stomping. Moreover, the system builds upon modern internet-of-things technologies to keep neurologists in the loop to execute telemedicine interventions. The project will result into an in-home, wearable internet-of-things hub (referred to as "IoT-Hub") consisting of smart e-textiles such as e-gloves, e-socks, and companion computing devices for data analytics, storage, and communications to the cloud servers of hospitals. IoT Hub will have unique features to translate the medical care from hospitals to homes: 1) the measurements of movement symptoms with a medical-grade precision through sensors woven into e-gloves and e-socks, 2) the patient-friendly interface driven by intelligent close-loop algorithms running on tablet computers, and 3) clinical data analytics for neurologists to make data-driven informed decision on DBS treatments. The proposed IoT-Hub closes the knowledge gap between the areas of IoT, healthcare, smart textiles, and patient-centered design - all of which require interdisciplinary scientific discoveries and innovations.This project will have a potentially profound impact on the growing number of elderly patients living with Parkinson's disease or other neurological conditions. Intelligent algorithms for wearable embedded systems, e-textile designs and circuits, and de-identified telemedicine data will be broadly disseminated to the scientific community. The PI has developed a unique IoT curriculum at URI that involves a series of design-centered activities; an IoT hack-a-thon for entrepreneurial thinking; and awearable IoT course for university students to learn innovating personalized health and wellness solutions; and wearable engineering program to engage high school students in hands-on engineering activities.
期刊论文(9)
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会议论文
Towards a telehealth infrastructure supported by machine learning on edge/fog for Parkinson's movement screening
建立由边缘/雾机器学习支持的远程医疗基础设施,用于帕金森氏症的运动筛查
DOI: 10.1016/j.smhl.2022.100351
发表时间: 2022
期刊: Smart Health
影响因子: --
作者: [Sadhu, Shehjar, Solanki, Dhaval, Constant, Nicholas, Ravichandran, Vignesh, Cay, Gozde, Saikia, Manob Jyoti, Akbar, Umer, Mankodiya, Kunal]
通讯作者: Mankodiya, Kunal
A Smartwatch-Based Service Towards Home Exercise Therapy for Patients with Peripheral Arterial Disease
基于智能手表的外周动脉疾病患者家庭运动治疗服务
DOI: 10.1109/smartcomp.2019.00047
发表时间: 2019
期刊: 2019 IEEE International Conference on Smart Computing (SMARTCOMP
影响因子: --
作者: [Constant, Nick, Frink, Travis, Delmonico, Matthew J., Burbank, Patricia, Patterson, Robert, Simons, Jessica, Mankodiya, Kunal]
通讯作者: Mankodiya, Kunal
MagicSox: An E-textile IoT system to quantify gait abnormalities
MagicSox:一种量化步态异常的电子纺织物联网系统
DOI: 10.1016/j.smhl.2017.10.002
发表时间: 2018
期刊: Smart Health
影响因子: --
作者: [Abtahi, Mohammadreza, Gyllinsky, Joshua V., Paesang, Brandon, Barlow, Scott, Constant, Matthew, Gomes, Nicholas, Tully, Oliver, D’Andrea, Susan E., Mankodiya, Kunal]
通讯作者: Mankodiya, Kunal
Disruptions of cortico-kinematic interactions in Parkinson’s disease
帕金森病中皮质运动相互作用的破坏
DOI: 10.1016/j.bbr.2021.113153
发表时间: 2021
期刊: Behavioural Brain Research
影响因子: 2.7
作者: [McLinden, J., Deligani, R.J., Abtahi, M.R., Akbar, U., Mankodiya, K., Shahriari, Y.]
通讯作者: Shahriari, Y.
EAGER: Towards a multimodal smart textile medical monitoring system for Neonatal ICUs
  • 批准号:
    2139724
  • 项目类别:
    Standard Grant
  • 资助金额:
    $30.0万
  • 财政年份:
    2021
  • 负责人:
    Kunal Mankodiya
  • 依托单位:
PFI-TT: Smart Gloves for Remote Clinical Assessments and Treatment Monitoring
  • 批准号:
    1919135
  • 项目类别:
    Standard Grant
  • 资助金额:
    $25.0万
  • 财政年份:
    2019
  • 负责人:
    Kunal Mankodiya
  • 依托单位:
CRII: SCH: Brain-Body Sensor Fusion: Merging Neuroimaging With Full-Body Motion Capture
  • 批准号:
    1565962
  • 项目类别:
    Standard Grant
  • 资助金额:
    $17.5万
  • 财政年份:
    2016
  • 负责人:
    Kunal Mankodiya
  • 依托单位:
国内基金
海外基金
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  • 项目类别:
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  • 资助金额:
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    2026
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面向CPS的混杂时空系统数据建模及其在机器人中的应用
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    2026
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细梗香草活性成分CPS-B靶向MARCHF3/NEU4/CDH11通路抑制宫颈癌侵袭转移的作用机制研究
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    HDMZ25H280006
  • 项目类别:
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  • 资助金额:
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  • 批准年份:
    2025
  • 负责人:
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肺炎克雷伯菌WaaLCPS连接酶相关的CPS-LPS合成通路及致病机制的研究
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  • 负责人:
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