The use of artificial intelligence in the design of an intelligent cognitive orthosis for people with dementia

被引:49
作者
Mihailidis, A
Fernie, GR
Barbenel, JC
机构
[1] Sunnybrook & Womens Coll, Hlth Sci Ctr, Ctr Studies Aging, Toronto, ON M4N 3M5, Canada
[2] Univ Strathclyde, Bioengn Unit, Glasgow, Lanark, Scotland
关键词
cueing; artificial intelligence; activities of daily living; dementia; cognitive; orthosis;
D O I
10.1080/10400435.2001.10132031
中图分类号
R49 [康复医学];
学科分类号
100215 ;
摘要
Dementia often reduces a person's ability to perform activities of daily living because he or she becomes confused and cannot remember the sequence of steps to perform. The current solution is to have a caregiver continually supervise and assist the person using verbal reminders or cues. This loss of privacy and increased dependency may cause the affected person to become embarrassed and agitated. We propose that this situation might be improved by using a computerized device that monitors progress and provides the reminders needed. The COACH is a first prototype of such a device. It uses artificial intelligence to observe a user, learn from his or her actions, and issue prerecorded cues of varying detail. The device was developed using a personal computer and a video camera that unobtrusively tracked the user. Preliminary testing with subjects who simulated confused behavior as they washed their hands showed that the device was performing its functions with an efficacy of approximately 95%. More extensive clinical testing and evaluation has begun, and the results will be reported in future publications.
引用
收藏
页码:23 / 39
页数:17
相关论文
共 44 条
  • [31] MASTERS T, 1993, PRACTICAL NEURAL NET, V1, P202
  • [32] MIHAILIDIS A, 1998, THESIS U TORONTO TOR
  • [33] Mihailidis A., 2000, TECHNOLOGY DISABILIT, V13, P23, DOI DOI 10.3233/TAD-2000-13104
  • [34] Mozer MC, 1998, Proceedings of the American Association for Artificial Intelligence Spring Symposium on Intelligent Environments, V58
  • [35] NAMBU M, 2000, WORLD C MED PHYS BIO
  • [36] NAPPER SA, 1994, RESNA 1994 ANN C ARL
  • [37] *NAT INSTR, 1999, IMAQ PCI PXI 1408 US
  • [38] OGAWA M, 2000, WORLD C MED PHYS BIO
  • [39] ESTIMATION OF A PROBABILITY DENSITY-FUNCTION AND MODE
    PARZEN, E
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1962, 33 (03): : 1065 - &
  • [40] PATTERSON C, 1999, CANADIAN J DIAGN DEC, P62