Project Details
Abstract
The objective of this research is established a cognitive ability biomarker system for the elderly and
define the target biomarker of cognition by training and learning their cognitive abilities and stimulating
the senses. According the analysis of cognitive biomarkers, we hope to detect the mental degradation of
the elderly more early. This proposal will provide three services as following: (1) Passive stimulating
biomarker: In the part, we mainly use the EEG technology to collect the reaction of areas of the brain,
when they are doing some passive stimulating games, such as auditory and visual stimulation. Then we
need to develop the EEG feature extraction algorithm and noise filtering algorithm, so that we will know
the relationship between cognitive ability and the reaction areas. (2) Treatment activities biomarker: In the
second part, the biomarker activities will be combined with non-drug treatment of dementia, such as
reminiscence therapy and music therapy. And using the MRI technology, such as T1-weighted image,
T2-weighted image, diffusion MRI and resting-state functional MRI, to observe the particular variant
regions of the brain from the analysis of structural network, functional network and gray/white matter
volume. The brain region can be also regarded as one of the cognitive biomarker. When we get these areas,
we could investigate the corresponding cognitive functions and evaluate the efficiency of non-drug
treatment of dementia. (3) The therapy on degradation biomarker: In the third part, we will combine the
past two parts research results. That helps us understand the relationship between game, cognitive
function and activities regions of brain. Based on the results, we can design a recommendation system to
suggest some training games. The games help elderly improve their cognitive function. Finally, we will
proceed with analyzing of reliability and validity of the biomarker system, and evaluating the performance
for the entire system.
Project IDs
Project ID:PB10207-0364
External Project ID:NSC102-2221-E182-003
External Project ID:NSC102-2221-E182-003
Status | Finished |
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Effective start/end date | 01/08/13 → 31/07/14 |
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