Literature DB >> 17911880

A framework for cognitive monitoring using computer game interactions.

Holly B Jimison1, Misha Pavel, Payton Bissell, James McKanna.   

Abstract

Many countries are faced with a rapidly increasing economic and social challenge of caring for their elderly population. Cognitive issues are at the forefront of the list of concerns. People over the age of 75 are at risk for medically related cognitive decline and confusion, and the early detection of cognitive problems would allow for more effective clinical intervention. However, standard cognitive assessments are not diagnostically sensitive and are performed infrequently. To address these issues, we have developed a set of adaptive computer games to monitor cognitive performance in a home environment. Assessment algorithms for various aspects of cognition are embedded in the games. The monitoring of these metrics allows us to detect within subject trends over time, providing a method for the early detection of cognitive decline. In addition, the real-time information on cognitive state is used to adapt the user interface to the needs of the individual user. In this paper we describe the software architecture and methodology for monitoring cognitive performance using data from natural computer interactions in a home setting.

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Mesh:

Year:  2007        PMID: 17911880

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  5 in total

Review 1.  How to engage children in self-administered dietary assessment programmes.

Authors:  A S Lu; J Baranowski; N Islam; T Baranowski
Journal:  J Hum Nutr Diet       Date:  2012-05-18       Impact factor: 3.089

2.  Unobtrusive monitoring of divided attention in a cognitive health coaching intervention for the elderly.

Authors:  James A McKanna; Misha Pavel; Holly Jimison
Journal:  AMIA Annu Symp Proc       Date:  2010-11-13

3.  A socialization intervention in remote health coaching for older adults in the home.

Authors:  Holly B Jimison; Krystal A Klein; Jennifer L Marcoe
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2013

4.  Unobtrusive in-home assessment by means of everyday computer mouse usage.

Authors:  Stuart Hagler; Holly Jimison; Misha Pavel
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

5.  Assessing executive function using a computer game: computational modeling of cognitive processes.

Authors:  Stuart Hagler; Holly Brugge Jimison; Misha Pavel
Journal:  IEEE J Biomed Health Inform       Date:  2014-07       Impact factor: 5.772

  5 in total

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