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

doi:10.1109/TAAI.2013.36

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 conference › Paper › peer-review

11 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 language	English
Pages	128-133
Number of pages	6
DOIs	https://doi.org/10.1109/TAAI.2013.36
Publication status	Published - 2013 Jan 1
Event	2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013 - Taipei, Taiwan Duration: 2013 Dec 6 → 2013 Dec 8

Other

Other	2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013
Country/Territory	Taiwan
City	Taipei
Period	13-12-06 → 13-12-08

All Science Journal Classification (ASJC) codes

Artificial Intelligence

Access to Document

10.1109/TAAI.2013.36

Cite this

@conference{5089206b8928462dab8a5aa64bfa542c,

title = "Inertial-sensor-based balance analysis system for patients with Alzheimer's disease",

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.",

author = "Wang, {Wei Hsin} and Pau-Choo Chung and Hsu, {Yu Liang} and Ming-Chyi Pai and Lin, {Chien Wen}",

year = "2013",

month = jan,

day = "1",

doi = "10.1109/TAAI.2013.36",

language = "English",

pages = "128--133",

note = "2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013 ; Conference date: 06-12-2013 Through 08-12-2013",

}

TY - CONF

T1 - Inertial-sensor-based balance analysis system for patients with Alzheimer's disease

AU - Wang, Wei Hsin

AU - Chung, Pau-Choo

AU - Hsu, Yu Liang

AU - Pai, Ming-Chyi

AU - Lin, Chien Wen

PY - 2013/1/1

Y1 - 2013/1/1

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.

UR - http://www.scopus.com/inward/record.url?scp=84899445967&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84899445967&partnerID=8YFLogxK

U2 - 10.1109/TAAI.2013.36

DO - 10.1109/TAAI.2013.36

M3 - Paper

AN - SCOPUS:84899445967

SP - 128

EP - 133

T2 - 2013 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2013

Y2 - 6 December 2013 through 8 December 2013

ER -

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

Abstract

Other

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this