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

研究成果: Paper

9 引文 (Scopus)

摘要

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.

原文English
頁面128-133
頁數6
DOIs
出版狀態Published - 2013 一月 1
事件2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013 - Taipei, Taiwan
持續時間: 2013 十二月 62013 十二月 8

Other

Other2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013
國家Taiwan
城市Taipei
期間13-12-0613-12-08

指紋

Sensors
Linear regression
Experiments

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

引用此文

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. 論文發表於 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. 論文發表於 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' 論文發表於 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan, 13-12-06 - 13-12-08, 頁 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 論文發表於 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan.

研究成果: Paper

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AU - Lin, Chien Wen

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N2 - 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.

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. 論文發表於 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013, Taipei, Taiwan. https://doi.org/10.1109/TAAI.2013.36