Comparison of Machine Learning Methods and Gait Characteristics for Classification of Fallers and Non-fallers-Reference-Cited by-同舟云学术

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Comparison of Machine Learning Methods and Gait Characteristics for Classification of Fallers and Non-fallers

Published:2023 Issue:0 Volume:12 Page:182-192
ISSN:2187-5219
Container-title:Advanced Biomedical Engineering
language:en
Short-container-title:ABE

Author:

Hiyama Takahiro¹,Kobayashi Yoshiyuki²,Matsumoto Yoshio²,Murai Akihiko¹,Fujimoto Masahiro²,Ozawa Jun²,Mochimaru Masaaki¹

Affiliation:

1. Department of Human and Engineered Environmental Studies, The University of Tokyo

2. National Institute of Advanced Industrial Science and Technology

Publisher

Japanese Society for Medical and Biological Engineering

Subject

Computer Science Applications,Computer Vision and Pattern Recognition,Biomedical Engineering,Biomaterials,Biotechnology

Link

https://www.jstage.jst.go.jp/article/abe/12/0/12_12_182/_pdf

Reference24 articles.

1. 1. Sherrington C, Fairhall NJ, Wallbank GK, Tiedemann A, Michaleff ZA, Howard K, Clemson L, Hopewell S, Lamb SE: Exercise for preventing falls in older people living in the community (Review). Cochrane Database Syst Rev. 1(1), CD012424, 2019.

2. 2. Saftari LN, Kwon O: Ageing vision and falls: a review. J Physiol Anthropol. 37(1), 1–14, 2018.

3. 3. Chiba H, Ebihara S, Tomita N, Sasaki H, James PB: Differential gait kinematics between fallers and non-fallers in community-dwelling elderly people. Geriatr Gerontol Int. 5(2), 127–134, 2005.

4. 4. Khandoker AH, Palaniswami M, Begg RK: A comparative study on approximate entropy measure and poincaré plot indexes of minimum foot clearance variability in the elderly during walking. J NeuroEng Rehabil. 5, 4, 2008.

5. 5. Kobayashi Y, Hobara H, Matsushita S, Mochimaru M: Key joint kinematic characteristics of the gait of fallers identified by principal component analysis. J Biomech. 47(10), 2424–2429, 2014.

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Estimating the Margin of Gait Stability in Healthy Elderly Using the Triaxial Kinematic Motion of a Single Body Feature;Applied Sciences;2024-04-05

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