This paper is in the following e-collection/theme issue:

Sensors at Home and Domotics (68) Wearable Devices and Sensors (993) Aging in Place (331) Falls and Emergency Detection with Sensors and other Technologies (43) Falls Prevention in the Elderly (83) Machine Learning (1730) Mobile Devices and Apps for Seniors and Healthy Aging (214)

Published on in Vol 23, No 12 (2021): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30135, first published .
Automatic Recognition and Analysis of Balance Activity in Community-Dwelling Older Adults: Algorithm Validation

Automatic Recognition and Analysis of Balance Activity in Community-Dwelling Older Adults: Algorithm Validation

Automatic Recognition and Analysis of Balance Activity in Community-Dwelling Older Adults: Algorithm Validation

Authors of this article:

Yu-Cheng Hsu1 Author Orcid Image ;   Hailiang Wang2 Author Orcid Image ;   Yang Zhao3 Author Orcid Image ;   Frank Chen4 Author Orcid Image ;   Kwok-Leung Tsui1, 5 Author Orcid Image
Article Authors Cited by (6) Tweetations (2) Metrics

Journals

  1. Napieralski J, Tylman W, Kotas R, Marciniak P, Kaminski M, Janc M, Jozefowicz-Korczynska M, Zamyslowska-Szmytke E. Classification of Subjects With Balance Disorders Using 1D-CNN and Inertial Sensors. IEEE Access 2022;10:127610 View
  2. Zhao Y, Yu L, Fan X, Pang M, Tsui K, Wang H. Design of a Sensor-Technology-Augmented Gait and Balance Monitoring System for Community-Dwelling Older Adults in Hong Kong: A Pilot Feasibility Study. Sensors 2023;23(18):8008 View
  3. Wang X, Cao J, Zhao Q, Chen M, Luo J, Wang H, Yu L, Tsui K, Zhao Y. Identifying sensors-based parameters associated with fall risk in community-dwelling older adults: an investigation and interpretation of discriminatory parameters. BMC Geriatrics 2024;24(1) View
  4. Sánchez-Sánchez M, Ruescas-Nicolau M, Arnal-Gómez A, Iosa M, Pérez-Alenda S, Cortés-Amador S. Validity of an android device for assessing mobility in people with chronic stroke and hemiparesis: a cross-sectional study. Journal of NeuroEngineering and Rehabilitation 2024;21(1) View
  5. Carneros-Prado D, González-Velázquez S, Dobrescu C, González I, Fontecha J, Hervás R. Automation of observational gait assessment through an optical 3D motion system and transformers. Applied Intelligence 2025;55(4) View
  6. Jia Yi T, Ripin Z, Ridzwan M, Razali M, Ying Heng Y, Jaafar N, Wai Teng A, Binti Ahmad Yusof H, Hanafi M. Development and validation of an automated Trunk Impairment Scale 2.0 scoring system using rule-based classification. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine 2025;239(2):212 View