TY - JOUR
T1 - Potential Usefulness of Tracking Head Movement via a Wearable Device for Equilibrium Function Testing at Home
AU - Yamanobe, Yoshiharu
AU - Fujioka, Masato
AU - Ohashi, Masanao
AU - Ozawa, Hiroyuki
N1 - Funding Information:
This study was supported by the Grant-in-Aid for JSPS Fellows from the Japan Society for the Promotion of Science (JP22J12645) (to Y.Y.). This study was also partially supported by grants from the Japanese government MEXT KAKENHI (Grant-in-Aid for Scientific Research (A) 21H04839, Challenging Research (Pioneering) 20K20409), Keio Gijuku Academic Development Funds, and Takeda Science Foundation (to M.F.).
Funding Information:
The authors would like to thank Yasunori Sato for their advice on statistical methods. The authors also would like to thank the Foster Electric Company for providing an RN002 TW device.
Publisher Copyright:
© 2022, The Author(s).
PY - 2022/11
Y1 - 2022/11
N2 - Many studies have reported the use of wearable devices to acquire biological data for the diagnosis and treatment of various diseases. Balance dysfunction, however, is difficult to evaluate in real time because the equilibrium function is conventionally examined using a stabilometer installed on the ground. Here, we used a wearable accelerometer that measures head motion to evaluate balance and examined whether it performs comparably to a conventional stabilometer. We constructed a simplified physical head-feet model that simultaneously records “head” motion measured using an attached wearable accelerometer and center-of-gravity motion at the “feet”, which is measured using an attached stabilometer. Total trajectory length (r = 0.818, p -false discovery rate [FDR] = 0.004) and outer peripheral area (r = 0.691, p -FDR = 0.026) values measured using the wearable device and stabilometer were significantly positively correlated. Root mean square area values were not significantly correlated with wearable device stabilometry but were comparable. These results indicate that wearable, widely available, non-medical devices may be used to assess balance outside the hospital setting, and new approaches for testing balance function should be considered.
AB - Many studies have reported the use of wearable devices to acquire biological data for the diagnosis and treatment of various diseases. Balance dysfunction, however, is difficult to evaluate in real time because the equilibrium function is conventionally examined using a stabilometer installed on the ground. Here, we used a wearable accelerometer that measures head motion to evaluate balance and examined whether it performs comparably to a conventional stabilometer. We constructed a simplified physical head-feet model that simultaneously records “head” motion measured using an attached wearable accelerometer and center-of-gravity motion at the “feet”, which is measured using an attached stabilometer. Total trajectory length (r = 0.818, p -false discovery rate [FDR] = 0.004) and outer peripheral area (r = 0.691, p -FDR = 0.026) values measured using the wearable device and stabilometer were significantly positively correlated. Root mean square area values were not significantly correlated with wearable device stabilometry but were comparable. These results indicate that wearable, widely available, non-medical devices may be used to assess balance outside the hospital setting, and new approaches for testing balance function should be considered.
KW - Digital healthcare
KW - Head movement
KW - Postural sway
KW - Stabilometry
KW - Wearable accelerometer sensor
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U2 - 10.1007/s10916-022-01874-4
DO - 10.1007/s10916-022-01874-4
M3 - Article
C2 - 36217062
AN - SCOPUS:85139456807
VL - 46
JO - Journal of Medical Systems
JF - Journal of Medical Systems
SN - 0148-5598
IS - 11
M1 - 80
ER -