Optimizing communication devices for children with dyskinetic cerebral palsy

优化运动障碍性脑瘫儿童的通讯设备

基本信息

批准号：
8255557
负责人：
Terence D Sanger
金额：
$ 34.3万
依托单位：
UNIVERSITY OF SOUTHERN CALIFORNIA
依托单位国家：
美国
项目类别：
财政年份：
2009
资助国家：
美国
起止时间：
2009-07-01 至 2015-04-30
项目状态：
已结题

来源：
https://reporter.nih.gov/project-details/8255557
关键词：
Address Adult Affect Age Algorithms Athetoid cerebral palsy Bradykinesia Brain Injuries Caregivers Cerebral Palsy Child Childhood Clinical Cognitive Communication Communication Aids for Disabled Computer software Computers Contralateral Development Device Designs Devices Disease Dystonia Employee Strikes Family Fingers Friends Frustration Goals Hand Handwriting Health Human Hyperactive behavior Impairment Individual Information Theory Involuntary Movements Joints Joystick Laboratories Lead Link Measurement Measures Methods Modeling Motor Motor Skills Movement Movement Disorders Parents Performance Population Positioning Attribute Psychophysics Reaction Time Recruitment Activity Relative (related person)Research Schools Self-Help Devices Severities Software Tools Speech Speed Statistical Models Techniques Testing Time Touch sensation Translating Upper Extremity Variant Writing abnormal involuntary movement alternative communication arm base clinical practice computerized data processing design disability experience flexibility improved information processing input device mathematical model motor control motor deficit motor impairment novel programs research study skills social social skills success teacher theories tool touchscreen transmission process

项目摘要

DESCRIPTION (provided by applicant): Children who have serious speech or writing impediments struggle every day with the simplest of communication tasks most of us take for granted. Over 500,000 children in the US require assistive technology to communicate and 20-60% of these children may require special-purpose keyboards, screens, or software to communicate with computers and computer-controlled assistive devices. For children with dyskinetic cerebral palsy (CP and severe arm movement disorders, devices such as adapted keyboards, programmable touch-screens, and joystick interfaces may be their most important communication link to their families, friends, teachers, and caregivers. However, these devices are so difficult to use that communication is often extremely slow and laborious and often results in high levels of frustration for the children using them. Additionally, because every child with CP presents differently, no one device is optimized for a particular child's impairments. Therefore, our goal for this study is to address the critical need for improved assisted communication devices and to optimize the interface design for each individual child. Two of the most common computer-based interface devices are touch- screen and joystick controllers. We propose to use a set of recently-developed techniques based on information theory and Bayesian signal processing to optimize the design of touch- screen interfaces and joystick controllers for children with dyskinetic cerebral palsy that impairs hand movement. Optimization of the touch-screen device will be based upon measurement of the speed, accuracy, and error rate of individual children as they reach to targets of varying size, spacing, and number. Optimization of the joystick device will make use of the complete path of the joystick as the child approaches the target. We have developed a new algorithm that can efficiently use Bayesian nonlinear filtering to estimate the intended target of the joystick early in the movement. This estimation significantly improves performance, but it introduces a tradeoff between speed and accuracy when children have variable movements. Therefore we must measure speed, accuracy, and error rate as a function of target size and spacing for the joystick as well. Bradykinesia (slow movement) and Hyperkinesia (increased variable movement) are common impairments of children with dyskinetic cerebral palsy that will affect performance on both devices. We will quantify these impairments and determine their affect on communication device use and optimization. Finally, we will test whether implementation of improved interfaces can increase the rate of communication. This study will provide essential quantitative links between disorders of movement and disorders of assisted communication for children with the dyskinetic form of cerebral palsy. PUBLIC HEALTH RELEVANCE: Up to 60% of children with dyskinetic cerebral palsy depend on computer-based assistive communication devices to talk with parents or friends and to participate in school. There is currently no reliable method for determining the best touch-screen layout for individual children. We will perform detailed testing of individual children and combine the results with a model of information processing in order to find the best possible design of a touch-screen or joystick interface that will maximize the speed of communication in children with dyskinetic cerebral palsy.

描述（由申请人提供）：每天都有认真的言语或写作障碍的儿童与我们大多数人认为理所当然的最简单的沟通任务斗争。在美国，超过500,000名儿童需要辅助技术进行交流，其中20-60％的儿童可能需要特殊用途的键盘，屏幕或软件来与计算机和计算机控制的辅助设备进行通信。 For children with dyskinetic cerebral palsy (CP and severe arm movement disorders, devices such as adapted keyboards, programmable touch-screens, and joystick interfaces may be their most important communication link to their families, friends, teachers, and caregivers. However, these devices are so difficult to use that communication is often extremely slow and laborious and often results in high levels of frustration for the children using them. Additionally, because every child with CP presents不同的是，没有一个设备对特定的孩子的障碍进行优化，因此我们的研究是解决改进的辅助通信设备的关键需求，并优化每个孩子的界面设计。患有运动障碍脑瘫儿童的控制器会损害手动运动。触摸屏设备的优化将基于对单个儿童达到不同大小，间距和数字目标的速度，准确性和错误率的测量。当孩子接近目标时，操纵杆设备的优化将利用操纵杆的完整路径。我们已经开发了一种新的算法，该算法可以有效地使用贝叶斯非线性过滤来估计运动早期操纵杆的预期目标。该估计大大提高了性能，但是当儿童具有可变运动时，它引入了速度和准确性之间的权衡。因此，我们也必须测量速度，准确性和错误率，这是目标大小和操纵杆的间距的函数。 Bradykinesia（缓慢运动）和高毛（可变运动增加）是运动性脑瘫儿童的常见障碍，会影响这两种设备的性能。我们将量化这些障碍，并确定它们对通信设备使用和优化的影响。最后，我们将测试改进界面的实施是否可以提高通信速率。这项研究将在运动障碍与辅助交流的疾病之间提供基本的定量联系，以使儿童具有脑瘫的运动障碍形式。公共卫生相关性：多达60％的患有运动障碍脑瘫的儿童取决于基于计算机的辅助通信设备与父母或朋友交谈并参加学校。目前尚无可靠的方法来确定单个孩子的最佳触摸屏布局。我们将对单个孩子进行详细的测试，并将结果与信息处理模型相结合，以找到最佳的触摸屏或操纵杆接口的设计，以最大程度地提高患有运动障碍大脑麻痹儿童的通信速度。