CAREER: Neuroprostheses for Functional Reaching by Users with High Tetraplegia

职业:神经假体帮助高位四肢瘫痪用户实现功能性活动

基本信息

  • 批准号:
    1751821
  • 负责人:
  • 金额:
    $ 55万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Continuing Grant
  • 财政年份:
    2018
  • 资助国家:
    美国
  • 起止时间:
    2018-07-01 至 2024-06-30
  • 项目状态:
    已结题

项目摘要

Functional-electrical-stimulation (FES) neuroprostheses are devices capable of restoring hand and arm function to individuals experiencing paralysis resulting from spinal cord injury. However, individuals with whole-arm paralysis typically do not receive much benefit from these types of neuroprotheses because the devices are not yet capable of replicating the complexity and range of motion of human arm movements. Additionally, the devices must be regularly "tuned" by experts to meet the wearer's changing needs. Thus, there is a significant need to develop FES neuroprostheses capabilities for use by people with whole-arm paralysis. This study will create ways to coordinate electrical stimulation of the wearer's shoulder and arm muscles with control of reaching movements. It will also create a way for a non-expert to update control to respond to changes in the user's muscles and desired movements. The study will test the hypothesis that models of muscle response to electrical stimulation, specific to each wearer, can be learned by the neuroprosthesis and used to coordinate muscles to perform reaching movements. A secondary hypothesis that will be tested is that a caregiver can apply physical cues at the patient's forearm, "teaching" the neuroprothesis to refine and expand reaching movements. Research and education are integrated in the project through the creation of an empathy training program for aspiring rehabilitation engineers. Engineering students, alongside medical, therapy, social work, and nursing students, will visit the homes of people with disabilities. Through these home visits and classroom instruction, engineers will develop empathetic skills like affective sharing, self- and other-awareness, perspective taking, and emotional regulation.The PI's long-term career goal is to create easily usable and widely available neuroprostheses to restore arm function to people with high tetraplegia. Toward this goal, the research objectives for this project are to: (1) create an architecture to control whole-arm reaching motions with FES that retains the arm's natural kinematic and force-producing flexibility and (2) empower a non-expert to easily improve and expand the capabilities of an FES neuroprosthesis. Experiments will address the question of how to control a multi-joint system where the direction of muscle action is state dependent. The PI will gather force and motion data during stimulation of muscles and apply the data to plan achievable hand motions, predict shoulder and elbow torques required to move the arm, and choose muscle stimulation commands to produce those torques. Additionally, the PI will investigate approaches to train the FES controller based on intuitive human intervention. Caregivers will apply manual corrections to the patient's forearm to adjust the system's control policy and refine inaccurate movements. The outcome of the study will be a flexible, subject-specific FES planning and control strategy to coordinate muscles across multiple joints that non-experts can easily modulate, which is a significant step toward neuroprostheses that achieve functional tasks like grooming and feeding oneself.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.
功能性电刺激(FES)神经假体是一种能够恢复因脊髓损伤而瘫痪的人的手和手臂功能的装置。然而,全臂瘫痪患者通常不会从这些类型的神经假体中获得太多好处,因为这些设备还不能复制人类手臂运动的复杂性和运动范围。此外,这些设备还必须由专家定期“调整”,以满足佩戴者不断变化的需求。因此,有必要开发FES神经假体功能,供全臂瘫痪患者使用。这项研究将创造出一种方法,以协调佩戴者肩部和手臂肌肉的电刺激与伸展动作的控制。它还将为非专家提供一种更新控制的方法,以响应用户肌肉和所需动作的变化。这项研究将检验这样一个假设,即每个佩戴者特定的肌肉对电刺激的反应模型可以通过神经假体学习,并用于协调肌肉执行伸展运动。将要检验的第二个假设是,护理者可以在患者的前臂应用身体提示,“教导”神经假体改进和扩大伸展运动。通过为有抱负的康复工程师创建移情培训计划,研究和教育被整合到该项目中。工科学生将与医学、治疗、社会工作和护理专业的学生一起参观残疾人之家。通过这些家访和课堂教学,工程师们将发展同理心技能,如情感分享、自我和他人意识、视角选择和情绪调节。PI的长期职业目标是创造易于使用和广泛使用的神经假体,以恢复高位四肢瘫痪患者的手臂功能。为了实现这一目标,本项目的研究目标是:(1)创建一种体系结构来控制FES的全臂伸展运动,保持手臂自然的运动学和作用力的灵活性;(2)使非专家能够轻松地改进和扩展FES神经假体的功能。实验将解决如何控制肌肉动作方向依赖于状态的多关节系统的问题。PI将在肌肉刺激过程中收集力和运动数据,并应用这些数据来规划可实现的手运动,预测移动手臂所需的肩部和肘部扭矩,并选择肌肉刺激命令来产生这些扭矩。此外,PI将研究基于直观的人为干预来训练FES控制器的方法。护理人员将对患者的前臂进行手动纠正,以调整系统的控制策略,并改进不准确的动作。这项研究的结果将是一种灵活的、特定于对象的FES规划和控制策略,以协调非专家可以轻松调节的多个关节的肌肉,这是朝着实现梳理和喂养自己等功能任务的神经假体迈出的重要一步。这一奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。

项目成果

期刊论文数量(8)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Data-Driven Dynamic Motion Planning for Practical FES-Controlled Reaching Motions in Spinal Cord Injury.
Model Learning for Control of a Paralyzed Human Arm with Functional Electrical Stimulation
通过功能性电刺激控制瘫痪人臂的模型学习
Predicting functional force production capabilities of upper extremity functional electrical stimulation neuroprostheses: a proof of concept study
预测上肢功能性电刺激神经假体的功能性力量产生能力:概念验证研究
  • DOI:
    10.1088/1741-2552/ab68b3
  • 发表时间:
    2020
  • 期刊:
  • 影响因子:
    4
  • 作者:
    Schearer, Eric M;Wolf, Derek N
  • 通讯作者:
    Wolf, Derek N
Simple Quasi-Static Control of Functional Electrical Stimulation-Driven Reaching Motions
功能性电刺激驱动的伸展运动的简单准静态控制
Functional Electrical Stimulation Capability Maps
功能性电刺激能力图
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Eric Schearer其他文献

Eric Schearer的其他文献

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{{ truncateString('Eric Schearer', 18)}}的其他基金

Human-Machine Systems for Physical Rehabilitation
物理康复人机系统
  • 批准号:
    2152135
  • 财政年份:
    2022
  • 资助金额:
    $ 55万
  • 项目类别:
    Standard Grant
REU Site: RE@CSU -- Rehabilitation Engineering at Cleveland State University
REU 站点:RE@CSU——克利夫兰州立大学康复工程
  • 批准号:
    1950558
  • 财政年份:
    2021
  • 资助金额:
    $ 55万
  • 项目类别:
    Standard Grant
Collaborative Research: Assistive Robotics and Functional Electrical Stimulation - A Synergistic Combination to Reanimate Paralyzed Arms
合作研究:辅助机器人和功能性电刺激——使瘫痪手臂复活的协同组合
  • 批准号:
    2025142
  • 财政年份:
    2021
  • 资助金额:
    $ 55万
  • 项目类别:
    Standard Grant
REU Site: Engineering and Computing in Rehabilitation and Assisitve Technologies
REU 网站:康复和辅助技术中的工程和计算
  • 批准号:
    1659559
  • 财政年份:
    2017
  • 资助金额:
    $ 55万
  • 项目类别:
    Standard Grant

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Hierarchical Bayesian Optimization for Stimulation Protocols in Cortical Neuroprostheses
皮质神经假体刺激方案的分层贝叶斯优化
  • 批准号:
    560543-2020
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    2020
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HYBRID MINDS: Experiential, Ethical and Legal Exploration of Intelligent Neuroprostheses
混合思维:智能神经假体的经验、伦理和法律探索
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Structural and Functional Plasticity Surrounding Implanted Neuroprostheses
植入神经假体周围的结构和功能可塑性
  • 批准号:
    10548226
  • 财政年份:
    2019
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Structural and Functional Plasticity Surrounding Implanted Neuroprostheses
植入神经假体周围的结构和功能可塑性
  • 批准号:
    10083770
  • 财政年份:
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Structural and Functional Plasticity Surrounding Implanted Neuroprostheses
植入神经假体周围的结构和功能可塑性
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High-fidelity peripheral nerve recordings for implanted neuroprostheses
用于植入神经假体的高保真周围神经记录
  • 批准号:
    482945-2015
  • 财政年份:
    2015
  • 资助金额:
    $ 55万
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    University Undergraduate Student Research Awards
Advanced Electrical Stimulation Technology for Neuroprostheses and Neuromodulation Applications
用于神经假体和神经调节应用的先进电刺激技术
  • 批准号:
    472367-2015
  • 财政年份:
    2014
  • 资助金额:
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Electrode optimization for neuroprostheses
神经假体的电极优化
  • 批准号:
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Long-term follow-up of implanted lower extremity neuroprostheses
植入下肢神经假体的长期随访
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  • 资助金额:
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Neural Representation of Reach-to-Grasp for Cortical FES Neuroprostheses
皮质 FES 神经假体的触手可及的神经表征
  • 批准号:
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  • 财政年份:
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