Technology to Automatically Detect Falls and Assess Fall Risk in Senior Housing
Technology to Automatically Detect Falls and Assess Fall Risk in Senior Housing
批准号:
8281330
负责人:
MARILYN J RANTZ
金额:
$49.87万
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-09-30 至 2014-07-31
中文摘要
题目:侦测长者福尔斯及跌倒风险的自动感应系统。
项目概要和摘要
65岁或以上的人中,每年有三分之一的人福尔斯,这使得福尔斯成为最常见的受伤原因
老年人因创伤而住院治疗,也是损伤导致死亡的主要原因(CDC,2006)。
研究人员研究了福尔斯、跌倒风险评估和预防福尔斯的干预措施。然而,到目前为止,他们
方法要求研究人员或临床医生完成跌倒风险的多因素评估,
研究对象保持福尔斯的日志,佩戴测量位置变化的设备,
跌倒或启动警报,他们需要帮助。在我们目前工作的基础上,我们建议验证和
部署创新的技术方法,自动检测何时发生福尔斯或何时
福尔斯的风险正在增加。受试者无需按按钮、拉绳或佩戴任何设备。这个新
在家中使用传感器的“被动”方法可以彻底改变检测和防止福尔斯以及
测量跌倒风险。通过早期检测福尔斯或增加跌倒风险,这项新技术可以作为触发因素,
老年人,家庭成员或医疗保健提供者,以改善身体功能或更好地管理疾病,
正在加速福尔斯的坠落。本研究的产品可以通过部署
新的传感器系统在任何私人住宅或公寓,以及老年中心,教堂,或零售商店。在
在这样的设置下,人们可以到可接近的区域来执行将被测量的引导运动。
传感器网络开发的应用。在短短几分钟内,一个人将有一个可靠的跌倒风险
警告跌倒风险增加的指标。一个自动传感系统,以检测福尔斯有很大的潜力,在高级
住房、长期护理机构、私人社区住房以及福尔斯是
重大风险。经过实验室验证使用567福尔斯由训练有素的戏剧特技演员表演,我们将部署
该原型传感系统在一个独立的10个老年人公寓进行了两年的数据收集
现场设置完成验证和现场测试(再次使用特技演员表演的960次福尔斯)。这
应用整合了专业人才和观点,不仅卫生保健科学学科
(护理,物理治疗,社会工作,医学),但也电气和计算机工程,计算机
科学和信息学。这个应用程序将是感兴趣的AHRQ和可能的创新和新兴的
领域组合,“将促进和培育有潜力导致高度创新的想法和项目,
这些解决方案可能会导致医疗保健实践的重大进步...... "
英文摘要
Title: Automatic Sensing System to Detect Falls and Fall-Risk in Elders.
Project Summary and Abstract
One in every three people age 65 or older falls each year, making falls the most common cause of injuries
and hospitalizations for trauma in older adults and the leading cause of death due to injury (CDC, 2006).
Researchers have studied falls, fall risk assessment, and interventions to prevent falls. However, to date, their
methods require that research staff or clinicians complete multi-factorial assessments of fall risk and that
research subjects maintain logs of falls, wear devices that measure changes in positions that could indicate a
fall or activate an alarm that they need assistance. Building on our current work, we propose to validate and
deploy an innovative technological approach that automatically detects when falls have occurred or when the
risk of falls is increasing. Subjects will not have to press buttons, pull cords or wear any devices. This new
"passive" approach using sensors in the home could revolutionize detecting and preventing falls as well as
measuring fall risk. By detecting falls or increasing fall risk early, this new technology can act as a trigger for
elders, family members, or health care providers to improve physical function or better manage illnesses that
are precipitating falls. The products of this study can improve access to fall risk measures by deploying the
new sensor system in any private house or apartment as well as senior centers, churches, or retail stores. In
such settings, persons could go to an accessible area to perform the guided motions to be measured by the
sensor network developed in this application. In just a few minutes, a person would have a reliable fall risk
indicator to alert increasing fall risk. An automatic sensing system to detect falls has major potential in senior
housing, long-term care settings, private community housing as well in acute care settings where falls are a
major risk. After laboratory validation using 567 falls performed by trained theater stunt actors, we will deploy
the prototype sensing system for two years of data collection in ten apartments of elders in an independent
living setting to complete validation and field testing (again using 960 falls performed by stunt actors). This
application integrates the specialized talents and perspectives of not only health care scientific disciplines
(nursing, physical therapy, social work, medicine) but also electrical and computer engineering, computer
science, and informatics. This application will be of interest to AHRQ and likely the Innovations and Emerging
Areas Portfolio that "will foster and nurture ideas and projects that have potential to lead to highly innovative
solutions that may lead to significant advances in healthcare practice..."
期刊论文(9)
专著(0)
科研奖励(0)
会议论文
Radar walk detection in the apartments of elderly.
老年人公寓的雷达步行检测。
DOI:
10.1109/embc.2012.6347327
发表时间:
2012
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Phillips2nd,CalvinE, Keller,James, Popescu,Mihail, Skubic,Marjorie, Rantz,MarilynJ, Cuddihy,PaulE, Yardibi,Tarik]
通讯作者:
Yardibi,Tarik
Monitoring patients in hospital beds using unobtrusive depth sensors.
使用不显眼的深度传感器监测医院病床上的患者。
DOI:
10.1109/embc.2014.6944972
发表时间:
2014
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Banerjee,Tanvi, Enayati,Moein, Keller,JamesM, Skubic,Marjorie, Popescu,Mihail, Rantz,Marilyn]
通讯作者:
Rantz,Marilyn
Capturing habitual, in-home gait parameter trends using an inexpensive depth camera.
使用廉价的深度相机捕捉习惯性的家庭步态参数趋势。
DOI:
10.1109/embc.2012.6347142
发表时间:
2012
期刊:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子:
--
作者:
[Stone,ErikE, Skubic,Marjorie]
通讯作者:
Skubic,Marjorie
Intelligent Sensor System for Early Illness Alerts in Senior Housing
-
批准号:8662807
-
项目类别:
-
资助金额:$56.76万
-
财政年份:2013
-
负责人:MARILYN J RANTZ
-
依托单位:
Intelligent Sensor System for Early Illness Alerts in Senior Housing
-
批准号:8478491
-
项目类别:
-
资助金额:$62.99万
-
财政年份:2013
-
负责人:MARILYN J RANTZ
-
依托单位:
Technology to Automatically Detect Falls and Assess Fall Risk in Senior Housing
-
批准号:7933742
-
项目类别:
-
资助金额:$49.82万
-
财政年份:2009
-
负责人:MARILYN J RANTZ
-
依托单位:
Technology to Automatically Detect Early Signs of Illness in Senior Housing
-
批准号:7914329
-
项目类别:
-
资助金额:$18.36万
-
财政年份:2009
-
负责人:MARILYN J RANTZ
-
依托单位:
Technology to Automatically Detect Falls and Assess Fall Risk in Senior Housing
-
批准号:7785679
-
项目类别:
-
资助金额:$49.5万
-
财政年份:2009
-
负责人:MARILYN J RANTZ
-
依托单位:
Technology to Automatically Detect Falls and Assess Fall Risk in Senior Housing
-
批准号:8111672
-
项目类别:
-
资助金额:$49.76万
-
财政年份:2009
-
负责人:MARILYN J RANTZ
-
依托单位:
Multilevel Intervention to Improve Nursing Home Outcomes
-
批准号:7193528
-
项目类别:
-
资助金额:$55.68万
-
财政年份:2005
-
负责人:MARILYN J RANTZ
-
依托单位:
Multilevel Intervention to Improve Nursing Home Outcomes
-
批准号:6916924
-
项目类别:
-
资助金额:$58.84万
-
财政年份:2005
-
负责人:MARILYN J RANTZ
-
依托单位:
Multilevel Intervention to Improve Nursing Home Outcomes
-
批准号:7056802
-
项目类别:
-
资助金额:$56.05万
-
财政年份:2005
-
负责人:MARILYN J RANTZ
-
依托单位:
Multilevel Intervention to Improve Nursing Home Outcomes
-
批准号:7572957
-
项目类别:
-
资助金额:$52.8万
-
财政年份:2005
-
负责人:MARILYN J RANTZ
-
依托单位:
Multilevel Intervention to Improve Nursing Home Outcomes
-
批准号:7359679
-
项目类别:
-
资助金额:$53.11万
-
财政年份:2005
-
负责人:MARILYN J RANTZ
-
依托单位:
A New Measure of Nursing Home Care Quality
-
批准号:6651936
-
项目类别:
-
资助金额:$40.21万
-
财政年份:2002
-
负责人:MARILYN J RANTZ
-
依托单位:
A New Measure of Nursing Home Care Quality
-
批准号:6541220
-
项目类别:
-
资助金额:$52.13万
-
财政年份:2002
-
负责人:MARILYN J RANTZ
-
依托单位:
NURSING CARE PROCESSES, OUTCOMES & COST IN NURSING HOMES
-
批准号:6530941
-
项目类别:
-
资助金额:$7.35万
-
财政年份:1998
-
负责人:MARILYN J RANTZ
-
依托单位:
NURSING CARE PROCESSES, OUTCOMES & COST IN NURSING HOMES
-
批准号:2463247
-
项目类别:
-
资助金额:$10.75万
-
财政年份:1998
-
负责人:MARILYN J RANTZ
-
依托单位:
NURSING CARE PROCESSES, OUTCOMES & COST IN NURSING HOMES
-
批准号:2883515
-
项目类别:
-
资助金额:$10.47万
-
财政年份:1998
-
负责人:MARILYN J RANTZ
-
依托单位:
NURSING CARE PROCESSES, OUTCOMES & COST IN NURSING HOMES
-
批准号:6363755
-
项目类别:
-
资助金额:$10.59万
-
财政年份:1998
-
负责人:MARILYN J RANTZ
-
依托单位:
NURSING CARE PROCESSES, OUTCOMES & COST IN NURSING HOMES
-
批准号:6165252
-
项目类别:
-
资助金额:$11.81万
-
财政年份:1998
-
负责人:MARILYN J RANTZ
-
依托单位:
海外基金