Inertial-sensor-based balance analysis system for patients with Alzheimer's disease

Wei Hsin Wang, Pau-Choo Chung, Yu Liang Hsu, Ming-Chyi Pai, Chien Wen Lin

Research output: Contribution to conferencePaper

9 Citations (Scopus)

Abstract

This paper presents an effective inertial-sensor-based balance analysis system for the assessment of cognitive function of neuropsychological. We used six static balance tests and the sway speed of body's center of mass (COM) projection path in the anterior-posterior (AP) and medial-lateral (ML) were used as the balance parameters for evaluation. A linear-regression model is developed to map the balance parameters onto cognitive function assessment. The result was applied on 41 participants in experiments. Results showed that the assessment of cognitive function of neuropsychological was promising in the diagnosis of patients that might have risk of AD.

Original languageEnglish
Pages128-133
Number of pages6
DOIs
Publication statusPublished - 2013 Jan 1
Event2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013 - Taipei, Taiwan
Duration: 2013 Dec 62013 Dec 8

Other

Other2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013
CountryTaiwan
CityTaipei
Period13-12-0613-12-08

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Sensors
Linear regression
Experiments

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

Cite this

Wang, W. H., Chung, P-C., Hsu, Y. L., Pai, M-C., & Lin, C. W. (2013). Inertial-sensor-based balance analysis system for patients with Alzheimer's disease. 128-133. Paper presented at 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan. https://doi.org/10.1109/TAAI.2013.36
Wang, Wei Hsin ; Chung, Pau-Choo ; Hsu, Yu Liang ; Pai, Ming-Chyi ; Lin, Chien Wen. / Inertial-sensor-based balance analysis system for patients with Alzheimer's disease. Paper presented at 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan.6 p.
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Wang, WH, Chung, P-C, Hsu, YL, Pai, M-C & Lin, CW 2013, 'Inertial-sensor-based balance analysis system for patients with Alzheimer's disease' Paper presented at 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan, 13-12-06 - 13-12-08, pp. 128-133. https://doi.org/10.1109/TAAI.2013.36

Inertial-sensor-based balance analysis system for patients with Alzheimer's disease. / Wang, Wei Hsin; Chung, Pau-Choo; Hsu, Yu Liang; Pai, Ming-Chyi; Lin, Chien Wen.

2013. 128-133 Paper presented at 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan.

Research output: Contribution to conferencePaper

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AB - This paper presents an effective inertial-sensor-based balance analysis system for the assessment of cognitive function of neuropsychological. We used six static balance tests and the sway speed of body's center of mass (COM) projection path in the anterior-posterior (AP) and medial-lateral (ML) were used as the balance parameters for evaluation. A linear-regression model is developed to map the balance parameters onto cognitive function assessment. The result was applied on 41 participants in experiments. Results showed that the assessment of cognitive function of neuropsychological was promising in the diagnosis of patients that might have risk of AD.

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Wang WH, Chung P-C, Hsu YL, Pai M-C, Lin CW. Inertial-sensor-based balance analysis system for patients with Alzheimer's disease. 2013. Paper presented at 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan. https://doi.org/10.1109/TAAI.2013.36